micro1
AI-native recruiting for evaluation and data work
micro1 recruits experts and skilled generalists for AI training projects — evaluation, annotation, red-teaming, and rubric work — using its own AI interviewer for the first screening pass. Projects arrive in waves tied to lab training cycles.
micro1 at a glance
Figures reported by micro1 and press coverage, not measured by Sidequest. Company announcements and press reporting, late 2025.
How screening works
Profile creation, skills assessment, then an AI interview with 'Zara'. Passing candidates enter the talent pool and are matched as projects open.
Who fits best
Experts and strong generalists comfortable with fully-remote, task-based work and variable weekly hours. Role types range from evaluation and annotation to red-teaming and rubric work.
Open micro1 roles
All roles →Generalist
micro1 recruits generalist contributors to write prompts, grade model responses, and flag reasoning errors across whatever domains a client project happens to need that week. Work is remote, project-based, and observed pay for this band runs $50–90/hr depending on the task queue and how much specialist knowledge it draws on.
3D Animator / CGI Artist
Rate and correct AI-generated 3D content — animation clips, rigs, shaders, and rendered frames — against the standards you'd apply in a studio review. Work is remote, task-based through micro1, with observed rates spanning $15–80/hr depending on specialisation and portfolio depth.
Revenue Operations Specialist (SaaS)
micro1 recruits SaaS revenue operations practitioners to write and grade tasks that test how well AI models handle pipeline hygiene, forecasting logic, quota and territory design, and CRM data problems. Work is remote and asynchronous, typically 10–20 hours a week, with observed rates in the $50–100/hr range depending on depth and assessed quality.
Travel Agent
Experienced travel agents review and grade AI-generated itineraries, booking logic, and destination advice for accuracy and practicality. Work is remote and task-based through micro1, with observed pay between $20 and $35 per hour depending on assessment results and task type.
Product Designer Specialist
Product designers with shipped work are hired to evaluate and correct how AI models handle interface and product-design tasks — critiquing generated screens, flows, and design rationale against professional standards. micro1 runs an AI-led screening interview first, and observed pay for accepted specialists has been $90–140/hr on contract, project-dependent.
Business Analyst / Researcher / Operations Specialist
micro1 recruits business analysts, market researchers, and operations specialists to write and grade the kind of commercial reasoning tasks that AI models routinely get wrong — market sizings, unit-economics models, process diagnostics, vendor comparisons. Observed pay for this track runs $90–140/hr, set at screening and varying with domain depth and task type.
Frontend Engineer Specialist
Review and grade AI-generated frontend code — mostly React, TypeScript, and CSS — against rubrics, and write reference solutions the model is measured against. Work is project-based and remote, sourced through micro1's AI-led screening, with observed rates in the $90–140/hr range depending on task type and seniority.
Vlogger (Insta360, DJI Osmo, GoPro MAX)
Capture first-person and 360-degree video that becomes training and evaluation data for multimodal AI models, using Insta360, DJI Osmo, or GoPro MAX hardware you already own or can access. Work is project-based and remote, with shoot briefs specifying scene types, motion patterns, lighting conditions, and file delivery specs rather than creative storytelling.
Litigation Associate Attorney (BigLaw Firms)
micro1 is contracting US-licensed litigation associates from AmLaw 100-tier firms to review model outputs on complex litigation and transactional matters, draft sample agreements and clauses, and write structured commentary that becomes AI training data. Work is remote, project-based, and paid hourly in an observed $140–400/hr band depending on seniority and specialty.
Economics Expert (PhD)
micro1 is contracting economics PhDs to write and review reference-quality answers to advanced economics prompts used in AI model training. Work is remote, output-based, and paid per accepted task, with observed rates in the $80–90/hr range.
Lawyer
micro1 recruits practising and formerly practising lawyers to write, answer, and grade legal reasoning tasks used to train and evaluate large language models. Work is remote, project-based, and paid hourly at an observed $60–75/hr, with volume varying by jurisdiction and practice area.
Strategy & Business Analysis Specialist
micro1 is hiring consultants, bankers, and corporate strategy professionals to author executive-level business tasks and gold-standard deliverables — board decks, IC memos, and Excel models — that AI systems are trained and measured against. Work is remote, output-based, with observed rates of $40–100/hr and weekly minimum submissions.
Voice Recorder (Korean + English)
Record scripted Korean speech in a stationary car or quiet room, sometimes adding requested background sounds like seatbelt clicks, and transcribe or annotate Korean audio clips. Work is remote, task-based, and paid per hour within an observed $20–65/hr range depending on task type and locale.
Hebrew Bilingual Expert
Listen to Hebrew audio clips — human and synthetic — and rate how native the speech sounds across pronunciation, intonation, and phrasing, then justify each rating in written English. Work is remote, task-based contracting through micro1, with observed rates of $30–65/hr depending on background and project.
Polish Bilingual Expert
Listen to Polish audio clips — human and synthetic — and rate how native the speech sounds, then write the reasoning in English. Work is remote, task-based contracting through micro1 for an AI training project, with observed pay in the $30–65/hr range.
Medical Evaluation Specialist (students, residents, physicians)
Medical students, residents, and practising physicians review and score AI-generated clinical content for factual accuracy, safety, and reasoning quality. micro1 recruits through an AI-led screening interview, with observed rates in the $40–90/hr range depending on training stage and specialty.
Tamil Transcription Expert
Transcribe and proofread Tamil audio — across regional dialects, accents, and code-switched speech — to a written standard set by project guidelines. Work is remote contractor batches on micro1, with pay observed in the $10–24/hr range depending on assignment complexity and throughput.
Healthcare Attorney
micro1 is contracting licensed U.S. healthcare attorneys to review AI-generated legal reasoning and produce reference material across HIPAA, fraud and abuse, telehealth, and payer regulation. Work is remote and project-based, with observed rates between $140 and $400/hr depending on depth of specialization.
Physics Expert (AMO / Optical Properties of Materials)
micro1 is contracting AMO physicists to review and critique atomic-structure and polarizability calculations — including ab initio configuration interaction work on Yb-171 and Yb-174 — as training input for AI models. Screening is a spoken, adaptive AI interview, and the observed band is $80–160/hr depending on depth and project fit.
Dutch Bilingual Expert
Evaluate and correct AI-generated Dutch across translation, tone, and factual accuracy, working from English source material or Dutch prompts. Work is remote, project-based, and paid hourly within an observed $30–65/hr band on micro1.
BigLaw lawyers
micro1 is contracting lawyers with Vault Law 100 firm experience to write, review, and grade legal reasoning used to train frontier AI models. Work is remote, project-based, and paid hourly in an observed band of $140–400/hr depending on practice area and depth of review work.
Final Cut Pro Video Editor
micro1 recruits Final Cut Pro editors to cut real footage and to review AI-generated or AI-assisted edits against a brief. Work is remote and project-based, with observed rates spanning $15–80/hr depending on the task tier and portfolio depth.
Management Analysts (Consultants)
micro1 is recruiting management consultants and strategy analysts to produce and evaluate consulting-grade work — problem structuring, synthesis, Excel analysis, and executive slide decks — as training and evaluation data for AI systems. The work is remote contractor work at an observed $60–120/hr, with no prior AI experience expected.
AI Engineer
micro1 places AI engineers on contract engagements that mix production LLM application work with evaluation and data-generation projects for frontier labs. Screening runs through the platform's AI interviewer, which pairs a technical conversation with live coding and follow-up probing on your actual project history.
Civil Rights Attorney
Review and score AI-generated legal analysis on civil rights matters — Section 1983 claims, Title VII and Title IX, ADA accommodation, voting rights, and constitutional torts. Work is project-based and asynchronous through micro1's expert network, with observed rates in the $140–400/hr range depending on specialization and seniority.
Backend C#/.NET Developer
Write, review, and grade C#/.NET backend code that trains and evaluates AI coding models, working from your own idiomatic judgment rather than a rubric someone else wrote. Engagements are remote and hourly, with observed rates of $60–110/hr on micro1 depending on depth and how much task-authoring you take on.
Generalist Writer
Write and rewrite prose that becomes training and evaluation data for large language models — prompts, model-response comparisons, reference answers, and rubric-based critiques across whatever subject a batch happens to cover. micro1 lists this generalist writing work in the $40–50/hr band as observed by contributors, on remote hourly contracts with no guaranteed volume.
Content Editor
micro1 is hiring contract video editors to cut social content for its own marketing channels — primarily horizontal 16:9 pieces for YouTube, X, and LinkedIn, with some vertical short-form. This is production work on micro1's brand, not AI data annotation or model evaluation, and pay is not disclosed in the posting.
Chemistry Specialist
micro1 is contracting chemists to write, review, and stress-test technical content used to train and evaluate AI models on chemical reasoning. Work is remote and contract-based, with observed rates in the $70–90/hr range depending on depth of experience and project.
AI Finance Domain Expert
micro1 recruits finance practitioners to write and grade the problems used to train and test frontier models on valuation, accounting, and markets reasoning. Observed pay for this track runs $100–200/hr, set by depth of credential and specialty.
Word and PDF Experts
Evaluate and correct AI-generated document work — Word files, PDFs, templates, tables, and extracted text — for structural and formatting fidelity. Observed pay on micro1 for this quest runs $20–55/hr depending on demonstrated depth and task type.
Mergers & Acquisitions (M&A) Attorney (BigLaw Firms)
Micro1 recruits M&A attorneys from large-firm practices to write and grade prompts that test how well AI models handle deal work — merger agreements, disclosure schedules, closing mechanics, and fiduciary-duty analysis. Work is remote, project-based, and paid hourly in an observed range of $140–400/hr depending on seniority and task type.
In-House Counsel
micro1 is recruiting in-house tech transactions lawyers to run simulated redlining and negotiation exercises that train and evaluate contract-review AI. Work is part-time, remote and asynchronous, with observed rates of $90–150/hr depending on depth of transactional experience.
Senior Accountant Expert
Review and grade AI model outputs on accounting work — journal entries, reconciliations, consolidations, revenue recognition, and financial statement preparation — and write reference answers the model is scored against. micro1 screens candidates through an AI-led interview before matching them to a client project, with observed rates in the $58–110/hr range depending on specialisation and depth of review required.
Adolescent/Child Safeguarding & Exploitation Specialist
Review and stress-test AI model outputs on child and adolescent safeguarding topics — grooming patterns, exploitation risk, disclosure handling, and mandatory reporting duties. Work is remote and asynchronous on micro1, with observed rates of $45–95/hr depending on credential and how much of the work is red-teaming versus rubric scoring.
Video Annotation Expert
Review and correct video annotations — action labels and hand-pose data — against detailed written quality guidelines, then document what you changed and why. Contract work through micro1, fully remote, observed at $15–20/hr.
Autodesk Inventor Specialist
micro1 is contracting mechanical designers to build, edit, and audit fully-parametric CAD models from written briefs, then document the reasoning behind every design decision so AI systems can learn from it. The project runs in FreeCAD, so Inventor, SolidWorks, or Fusion 360 fluency is the entry point and transferable parametric skill matters more than the specific seat.
Public Safety Communications Dispatcher
micro1 is contracting experienced public safety dispatchers to build and evaluate simulated incident-triage scenarios that teach AI systems how to prioritize and route real-time requests. Work is remote, output-based, and paid per accepted task rather than per hour, with a weekly minimum submission requirement.
Evaluation Specialist/Recent Grad
Write original, hard question-and-answer pairs in your own academic or professional subject area, then test them against frontier AI models and document the research behind every answer. Pay is per accepted task rather than per hour, with a weekly minimum submission requirement and onboarding measured in days, not weeks.
Senior Software Engineer
micro1 places senior software engineers with an AI lab to grade model-generated code and build hard engineering problems with reference solutions and tests. Work is remote and contractor-based, with observed rates in the $245–280/hr range depending on background and task type.
Russian Bilingual Expert
Listen to Russian audio clips — human and synthetic — and rate how native the speech sounds across pronunciation, intonation, and phrasing, then write the justification in English. Work is remote contractor task-work through micro1, paid per hour of review at an observed $30–65/hr.
Software Engineering Specialist
micro1 places experienced software engineers on AI training projects: writing reference solutions, grading model-generated code, and authoring test cases that expose subtle failures. Work is remote, contract-based, and scoped in hours per week rather than tickets per sprint, with observed rates of $90–140/hr depending on language depth and project tier.
MCP Expert
Build, review, and stress-test Model Context Protocol servers and the agent workflows that call them, then judge whether a model's tool use was correct. Work is remote and project-based through micro1, whose screening starts with an AI-led technical interview.
Senior Journalist / Writer
Evaluate and write reference-quality journalism for AI training: judging model-generated reporting, features, and editorial copy against professional standards, and producing gold-standard examples yourself. Work is remote and largely asynchronous, contracted through micro1 at an observed $245–280/hr for senior newsroom-level writers.
DevOps Engineer
micro1 is contracting DevOps engineers to author production-style infrastructure tasks — CI/CD, Kubernetes, Terraform, incident response — and grade AI-generated attempts against working reference solutions. Pay has been observed in the $50–100/hr range, with a minimum commitment of 20 hours per week, fully remote.
Tax Advisor (CPA)
micro1 is contracting licensed CPAs to review AI-generated tax guidance against rubrics and produce written feedback on where the reasoning fails. Work is part-time, remote within the US, and centers on individual (1040) and small business returns — Schedule C, 1120-S, and 1065.
Litigation Attorney
Draft real litigation work product — motions, briefs, demand letters, discovery — turn by turn inside a simulated commercial dispute, so AI models can learn what partner-ready drafting looks like. Pay is output-based per accepted task, observed in the $100–150/hr equivalent range, with weekly minimum submissions and remote US-only participation.
UI / Visual Designer Specialist
Evaluate and critique AI-generated interface and visual design work — layouts, component systems, type and colour decisions — and write the reasoning that teaches a model why one option is better than another. micro1 screens candidates through an AI-led interview, and observed rates for this role sit in the $90–140/hr band depending on portfolio depth and project.
Business Owner – Video Data Collection Partner
Business owners and operators record structured video footage of real work being performed inside their own business, which micro1 collects as training data for AI models. Pay is observed at $9/hr for filming and upload time, with rates varying by task complexity and footage requirements.
Criminal Lawyer
micro1 is contracting licensed criminal lawyers to write, annotate, and evaluate criminal-law material used to train and assess AI models. Work is remote and project-based, with observed rates of $140–400/hr depending on seniority and jurisdictional depth.
Life Sciences Research Assistant
You'll write expert-level evaluation tasks in the life sciences — experimental design critiques, protocol analyses, and primary data interpretation — using authentic research artifacts rather than textbook scenarios. Each task ships with a multi-item rubric that an LLM grader can apply to judge methodological rigor, data interpretation, and source fidelity.
Criminal Defense Attorney
micro1 is contracting licensed criminal defense attorneys to write, review, and grade AI-generated legal reasoning across motions, plea analysis, evidentiary questions, and trial strategy. Work is remote and project-based, with observed rates in the $140–400/hr range depending on experience and project scope.
Bengali Bilingual Expert
Evaluate and correct AI-generated Bengali text against English source material, judging fluency, register, and cultural accuracy rather than word-for-word equivalence. Work is project-based and remote, with volume that fluctuates by client demand.
Clinician (Oncology / Hematology)
Board-certified oncologists and hematologists author and review evaluation tasks built on real trial documentation — CSRs, safety narratives, periodic safety reports, and regulatory correspondence — to test whether AI models reason defensibly about efficacy and toxicity. Work is remote, contract, and self-scheduled, with observed rates of $160–200/hr.
Subject Matter Expert – Medicine & Biostatistics Chart Analysis
micro1 is contracting clinicians and biostatisticians to build multi-step reasoning tasks from medical and epidemiological charts — Kaplan-Meier curves, forest plots, ROC curves, hazard-ratio plots — and to write the rigorous answer keys that go with them. Observed pay is $25–50/hr, remote and asynchronous, with volume tied to a single customer project.
Aerodynamics Expert
micro1 is contracting aerodynamics specialists to write, review, and critique technical content that trains frontier AI models on fluid dynamics reasoning. Work is remote, output-based, and paid per accepted task, with observed rates in the $80–130/hr range depending on task complexity and throughput.
Sales / Revenue / CS Operations Expert
Evaluate and correct AI-generated work on go-to-market operations tasks — pipeline hygiene rules, forecast logic, CRM data models, territory and quota design, renewal and churn analysis. micro1 recruits practitioners who have actually run these systems in a Salesforce or HubSpot environment, and the screen is an AI-led interview that probes how you'd handle real RevOps decisions.
Corporate Attorney
Review and grade AI model outputs on corporate law questions — entity formation, governance, M&A mechanics, securities compliance, and commercial contracting. Work is project-based and remote, with observed rates of $90–150/hr depending on seniority and specialization.
Child Development Psychologist (PhD)
micro1 is contracting PhD-level developmental psychologists to review, annotate, and stress-test AI training data and model outputs involving children's cognition, language, and behavior. Work is remote and project-based, with observed rates in the $100–300/hr range depending on specialization and language coverage.
Senior Software Engineer
Senior engineers work with micro1's AI training clients to write, review, and grade code — producing reference solutions, unit tests, and written critiques of model-generated output. Pay has been observed in the $50–100/hr range depending on language stack, screening results, and project tier.
Mechanical Engineer
Review and correct AI-generated answers to mechanical engineering problems — statics, thermodynamics, machine design, manufacturing, and CAD/FEA reasoning. Work is project-based through micro1's expert network, with observed rates of $55–100/hr depending on specialization and assessment results.
English Speaking Generalist
micro1 recruits fluent English speakers to complete short written and conversational tasks that help train and evaluate AI models, with no specific degree or industry background required. Observed pay for generalist work sits around $20–30/hr, billed against completed and approved tasks.
Funds Attorney
micro1 is contracting funds attorneys to run simulated negotiations and redlining exercises on LPAs, subscription agreements and side letters, then grade how AI models handle the same documents. Work is remote, part-time and asynchronous, with observed rates of $90–150/hr depending on experience and task type.
Fire Dispatcher - Emergency Communications Specialist
Fire and EMS dispatchers evaluate how AI models handle emergency call-taking, incident triage, and radio traffic against real dispatch protocols. Work is remote, project-based, and paid at an observed $30–55/hr on micro1.
Civil Engineer
Review and grade AI-generated civil engineering work — structural calculations, code citations, site plans, and design narratives — flagging where the model's reasoning or numbers break down. Work is project-based and remote through micro1's expert network, with observed rates of $50–100/hr depending on specialization and licensure.
Sales Representatives (Wholesale)
micro1 is recruiting experienced technical B2B wholesale sales professionals to create and evaluate training data for AI systems learning how commercial sales conversations actually work. You'll write realistic prospecting, qualification, and objection-handling material, then judge whether model outputs would survive contact with a real wholesale buyer.
GPU Programming Software Engineer
Write and optimize GPU kernels in CUDA, WebGPU, or GLSL as training data for large language models, with host-side integration in C++. Work is contracted per task on micro1, remote, with a weekly minimum submission requirement.
French Audio Recording Expert (France)
Record, transcribe, and annotate French (France) and English audio for a speech-data project run by micro1 for an end customer. Work is remote and contractor-based, with strict requirements on recording environment, file naming, and transcript alignment.
Personal Trainer
micro1 is contracting certified personal trainers to review AI-generated fitness programming, exercise instruction, and safety guidance for a client's model training project. Work is remote and task-based, with observed rates in the $25–40/hr range depending on assignment and screening outcome.
Business Document Expert (Excel, PowerPoint, Word)
micro1 is contracting business professionals to write realistic Excel, PowerPoint, and Word tasks — financial models, executive decks, strategic proposals — and then judge how competing AI models handle them. Work is remote, asynchronous, and paid hourly in an observed band of $35–50/hr.
Video Editor
micro1 is contracting remote video editors with 3D/CGI and motion-graphics experience to produce and prepare educational and robotics media used as AI training data. Work is project-based and asynchronous, with observed rates of $30–80/hr depending on depth of animation and compositing experience.
Data Annotator
Label and quality-check audio and video samples against detailed project guidelines for AI training datasets. Contract, fully remote, with observed pay in the $6–8/hr range and volume that varies by customer project.
Electrical & Circuit Design Expert
micro1 is contracting electrical engineers to solve and grade advanced circuit design problems across analog, digital, mixed-signal, power, and RF domains for an AI training project. Work is remote, output-based, and paid per accepted task, with observed rates in the $80–130/hr equivalent range.
Data Scientist
micro1 is recruiting practicing data scientists and quants to evaluate how a frontier AI lab's models handle statistics, machine learning, experimentation, and quantitative reasoning. The work is contract, remote, and centres on writing expert-level prompts with reference solutions and diagnosing where model methodology breaks down. Observed rates run $245–280/hr.
Pharmacology Expert
micro1 recruits pharmacologists to write and grade prompts that test how well AI models reason about drug mechanisms, pharmacokinetics, dosing, and interactions. Work is remote and project-based, with observed rates of $60–80/hr depending on credentials and assessed depth.
Music & Sound Annotation Expert
Annotate and evaluate audio for AI training: tagging instrumentation, genre, tempo and mood, transcribing lyrics and vocal detail, and rating model-generated music against a written rubric. Observed pay for this listing runs $30–45/hr, contract, remote and largely asynchronous.
Accountant / Auditor
micro1 contracts experienced accountants and auditors to review AI-generated financial analysis, build reference models, and write case material grounded in GAAP, IFRS, and tax compliance work. Observed rates run $60–75/hour on a remote, contractor basis with no prior AI experience expected.
Senior Platform Engineer
Work with micro1 on AI training and evaluation tasks drawn from real platform engineering practice — Kubernetes, CI/CD, Terraform, observability, and cloud infrastructure. You write and review infrastructure problems, grade model output against production standards, and explain why a plausible-looking config would fail in a real cluster.
Recruiter
micro1 contracts experienced recruiters to supply sourcing, screening, and interviewing judgment as training data for AI systems that handle hiring workflows. Work is remote, project-based, and paid hourly in an observed $30–42/hr range.
Electrical Engineer
micro1 is contracting electrical engineers to write single-answer multiple-choice questions with rubrics and explanations, and to check AI-generated EE content for technical accuracy. Work is remote, asynchronous, and paid per accepted task, with observed rates in the $60–80/hr range.
Motion Graphics Artist
micro1 is contracting motion graphics artists to review short video clips of robots and people performing actions, judging whether each clip satisfies a written instruction and correcting AI-generated annotations of action boundaries and descriptions. The work draws on the frame-level attention you already use in animation and compositing — no AI background is expected, and observed rates run $15–80/hr depending on task type and assessed calibration.
At-Home Video Recorder (LATAM)
Record first-person video of ordinary household chores using your own smartphone mounted on a head strap, following project guidelines for framing, lighting, and task coverage. micro1 pays per hour of accepted footage at an observed rate around $6/hr, with a $20 bonus after 20 hours to cover the head strap.
Computer Science Expert (PhD)
micro1 contracts computer science PhDs to write and review advanced technical answers used as training and benchmark data for AI models. Work is remote, output-based, and paid per accepted task, with observed rates in the $80–90/hr range depending on throughput.
Training & Development Specialist
micro1 is contracting instructional designers and training professionals to produce learning-design artifacts — objectives, module pathways, content, quizzes, and rubrics — that are used as training and evaluation data for AI models. The work is remote, contract-based, and priced in the $40–75/hr range as observed on the platform.
General Counsel
micro1 recruits experienced in-house counsel to review and grade AI-generated legal work product across contracts, governance, employment, and regulatory questions. Work is remote and project-based, typically 5–15 hours per week, with observed rates of $100–200/hr depending on jurisdiction and specialization.
Remote Household Data Specialist - Video Capture (Japan)
Record structured video of everyday household tasks in your own home in Japan, following capture specs for framing, lighting, and activity coverage that support training embodied AI and robotics models. Work is asynchronous and volume-based, with each submission reviewed against a written quality rubric before acceptance.
Adolescent Suicide & Self-Harm Specialist
Review and score how AI models respond to adolescent users who disclose suicidal ideation, self-injury, or acute distress, applying clinical judgment against safety rubrics. Work is remote and mostly asynchronous, with observed rates of $45–95/hr on micro1 depending on licensure and depth of crisis experience.
Software Engineer
micro1 is contracting experienced software engineers to build and grade realistic developer-workflow tasks — Git/GitHub, CI/CD, API and OAuth integrations — used to train and evaluate AI coding agents. Work is remote and contract-based, with observed pay in the $50–70/hr range.
Venture Capital Associate
micro1 is contracting venture capital practitioners to write and grade tasks that mirror real deal work — screening memos, TAM/SAM/SOM builds, cap table scenarios, founder diligence. You author the reference reasoning, then judge whether model outputs hold up to the standard of an investment committee packet. Observed pay runs $45–100/hr, set by depth of deal experience and writing quality.
Transactions Associate
micro1 is contracting technology-transactions lawyers to run simulated negotiations and redline contracts so AI models can be trained and graded on real drafting judgment. Work is part-time, remote, and asynchronous, with observed rates of $100–200/hr depending on depth of MSA, NDA, and DPA experience.
Naval Subject Matter Expert (Cleared)
micro1 is contracting cleared naval experts to produce written assessments, briefings, and analytical judgments that train AI systems for a Navy decision-support project tied to the Pentagon. Work is remote where classification allows, and the screen weights fleet, program, or intelligence depth over any AI background.
Senior Software Engineer
Build reproducible reinforcement learning environments that test whether AI models can fix bugs, ship features, refactor, and optimize performance in real codebases. Each task requires a working environment plus a golden reference solution and written technical reasoning, at roughly 15 hours per week on a contractor basis.
M&A Attorney
micro1 is contracting M&A attorneys to run simulated negotiation and redlining exercises, then grade how AI models handle the same contract scenarios. Work is remote, part-time, and centers on APAs, SPAs and the risk-allocation provisions inside them.
Senior DoD Staff Writing SME
Write authentic DoD staff products — WARs, SITREPs, executive summaries, performance reports — as reference answers that AI models are trained and graded against. You'll also build the grading rubrics reviewers use to score model output for accuracy, tone, and compliance.
360° Video Recorder (Insta360 / GoPro MAX)
Capture 360° video footage with an Insta360 or GoPro MAX for use as AI training and evaluation data, following per-batch shot specs on scene type, motion, lighting and duration. Work is remote and self-scheduled, with observed pay around $20/hr plus review of submitted clips against a written spec before acceptance.
M&A Corporate & Securities Attorney
Review and grade AI-generated work product on merger agreements, securities disclosure, and deal-process questions, flagging where a model's reasoning would fail in practice. micro1 screens through an AI-led interview, and observed pay for this category has run $80–100/hr on project-based engagements.
Management Consultant
micro1 is recruiting former strategy consultants to evaluate how AI models reason through business problems — market entry, cost transformation, growth diagnostics — and to write the prompts, model answers, and written feedback that raise model output to partner-review standard. Observed pay is $245–280/hr on a remote contractor basis, with hours set by project demand rather than a fixed schedule.
Private Equity Associate
micro1 is contracting private equity associates to write and grade the kinds of tasks a deal team actually does — CIM screens, LBO builds, IC memos, diligence risk lists — so AI models can be trained and tested against them. Work is remote and contract-based, with observed rates of $45–100/hr depending on depth of deal experience.
Senior Backend Engineer
micro1 is contracting senior backend and infrastructure engineers to build reinforcement learning environments that test whether AI models can design, deploy, break, and recover production-grade cloud systems. Work is remote and output-based at roughly 20 hours per week, with observed rates of $50–100/hr.
Medicinal Chemistry Expert
Review and score AI-generated chemistry reasoning — SAR interpretation, synthetic route proposals, ADME/tox predictions — and write corrected reference answers when the model gets it wrong. micro1 recruits via an AI-led screening interview and has posted rates of $60–80/hr for medicinal chemistry specialists on this work.
Litigation Attorney (Commercial contract)
Review and grade AI-generated legal reasoning on commercial contract disputes — breach claims, damages theories, indemnity and limitation-of-liability arguments — and write the reference answers models are measured against. Work is project-based and remote through micro1, with observed rates of $100–150/hr for attorneys with real litigation files behind them.
Molecular Biology Expert
Review and write molecular biology content used to train and evaluate AI models — problem sets, reasoning traces, and critiques of model answers on topics from cloning and PCR to gene regulation and sequencing analysis. Work is remote and project-based through micro1, with observed rates of $60–80/hr depending on credentials and task complexity.
Biochemistry Expert
micro1 recruits biochemistry specialists to write and grade problems that test AI models on enzyme kinetics, metabolic pathways, structural biology, and molecular techniques. Work is remote and project-based, with observed rates in the $60–80/hr range depending on credential depth and task type.
Customer Support Assistant
micro1 is hiring experienced customer support professionals as contractors to write and evaluate support responses that train AI systems. The work is remote, US-based, and draws on your support judgment — de-escalation, root-cause reasoning, CRM documentation — rather than any AI background.
Smartphone Video Recorder
Record first-person video of ordinary household chores using your own smartphone in a shipped or self-purchased head strap, then submit the footage against project guidelines. Pay is observed at $14–15 per accepted hour of recorded video, and the role is limited to residents of roughly 40 listed U.S. states.
Hospitalist Physician
micro1 is contracting board-certified hospitalists to review inpatient records — FHIR data, clinical notes, HPIs, assessments and plans — and judge whether AI-generated claims are actually supported by the chart. Work is remote contractor work with observed rates of $70–100/hr, paid for careful, guideline-consistent review rather than clinical throughput.
AI Data Science Domain Expert
micro1 recruits practicing data scientists to write, review, and grade tasks that test how well AI models handle real analytical work — from experiment design to messy dataset diagnosis. Engagements are contract, remote, and paid hourly, with observed rates in the $100–200/hr range depending on depth and specialization.
Senior Software Engineer
Build reproducible reinforcement learning environments that test whether AI models can fix bugs, ship features, refactor, and optimize performance in real codebases. Roughly 15 hours a week, remote and output-based, with pay observed in the $50–100/hr range depending on task complexity and throughput.
Physical Sciences Research Assistant
micro1 is contracting physics, chemistry, and materials science researchers to author advanced evaluation tasks and 35+ item grading rubrics used to benchmark AI models. Work is remote, output-based, and paid per accepted task, with observed rates in the $30–50/hr range depending on your speed and task complexity.
Mathematics Expert
micro1 is contracting mathematicians to write and review research-level problems, solutions, and proofs used to train and evaluate frontier AI models. Work is fully remote and project-based, with observed rates in the $80–90/hr range depending on background and task type.
UI/UX Designer
micro1 is contracting experienced UI/UX and graphic designers to produce and critique design work that trains AI models on visual and interaction judgment. You'll build Figma artifacts, write detailed rationale for design decisions, and grade model-generated interfaces against real usability standards. Observed pay band is $30–80/hr, remote and US-based.
Software Engineer (Go, Python, TS)
micro1 is contracting Go-primary engineers to write, critique, and document code that trains and evaluates AI coding models. Work is remote and asynchronous, with observed rates of $100–130/hr depending on depth and language coverage.
Exocentric Video Recorder
Record third-person (exocentric) video of tasks being performed, following a fixed capture protocol on framing, lighting, and camera placement, then label and upload each clip with correct metadata. The platform's public listing carries almost no detail, so expect the screen to establish what equipment you own, what space you can film in, and how reliably you follow a shot spec.
Logistics & Supply Chain Management Specialist
micro1 is contracting logistics and supply chain practitioners to review, annotate, and build sample trade documentation — packing lists, bills of lading, inventory registers — that trains AI models on real freight workflows. Work is remote and contractor-based, with observed rates in the $40–50/hr range depending on depth of documentation experience.
Gravador(a) de Vídeos em Casa
Record short, scripted video clips at home — everyday actions, gestures, object handling, or spoken prompts — that become training and evaluation data for multimodal AI models. Work is task-based and remote, with pay observed around $6/hr and per-clip rates on some batches.
Military/Veteran Mental Health Experts
micro1 is contracting board-certified psychiatrists and PhD clinical psychologists with direct treatment experience in military and veteran populations to evaluate and author AI training material on trauma, PTSD, TBI, and service-related adjustment disorders. Work is remote and project-based, with observed rates in the $100–300/hr range depending on credential and language coverage.
Biology Expert (PhD)
Review and score AI-generated answers to graduate-level biology problems, and write original questions that expose gaps in model reasoning. micro1 recruits through an AI-led screening interview and observed rates for this role sit in the $80–90/hr range.
Portuguese Audio Recording Expert (Brazil)
Record natural and scripted Brazilian Portuguese speech samples used to train and evaluate speech recognition, synthesis, and audio understanding models. Work is remote and asynchronous, with pay observed in the $20–40/hr range depending on task type and audio quality standards met.
Data Annotation (Spanish Speaker)
Annotate, rank and correct model outputs in Spanish for a code-focused AI training programme run through micro1. Work is remote and contracted at a monthly rate, with volume and hours agreed with the project lead rather than fixed shifts.
Avid Media Composer Editor
micro1 is hiring contract video editors who work in Avid Media Composer to annotate, segment, and describe video data used to train AI models. The work is remote and asynchronous, paid hourly in an observed $15–80/hr band depending on assignment and depth of post-production experience.
Senior Software Engineer
micro1 recruits senior software engineers to write, review, and grade code used for training and evaluating AI models. Work is contract-based, fully remote, and scheduled around your own hours, with observed rates of $100–150/hr depending on stack and screening outcome.
Compliance Attorney
Review and score AI-generated outputs on regulatory compliance topics — AML/KYC, sanctions, data privacy, securities and consumer-finance rules — flagging where a model's reasoning would fail an actual audit or examiner review. Work is remote, project-based, and paid hourly at an observed band of $90–150/hr through micro1's expert network.
Visual Designer (Deck/Presentation focused)
micro1 is contracting presentation designers to author expert-level deck tasks, build gold-standard reference slides, and write visual rubrics that grade AI-generated design on typography, grid, and brand fidelity. Work is remote and output-based within NAMER or Europe time zones, with observed rates of $20–60/hr and a weekly task minimum.
Dutch Audio Recording Experts
micro1 is contracting native Dutch speakers with professional recording setups to produce clean, natural speech audio for AI speech and voice model training. You record to spec from your own studio, submit a qualifying sample, and iterate on feedback from the project team.
Computer & Information Systems Managers
micro1 is recruiting experienced IT and systems managers to produce and review realistic technology-management artifacts — project plans, vendor SLA reviews, risk logs, status reports — that are used to train and evaluate AI models. Work is remote, contract-based, and paid hourly in an observed $70–130/hr range depending on depth of experience and task type.
Physics Expert (Statistical Physics / Quantum Information / Condensed Matter)
micro1 is contracting physics PhDs to write, critique, and adjudicate technical problems in statistical physics, quantum information, and condensed matter theory for an AI training project. The work centers on disordered spin models, duality arguments, and toric-code error thresholds, with observed rates of $80–160/hr.
CAM Programmer
Program multi-axis CNC toolpaths in Fusion 360 and write the setup sheets, strategy notes, and walkthroughs that teach an AI model how machinists actually think. Contract work through micro1, fully remote, observed at $50–100/hr depending on depth of multi-axis and post-processor experience.
English Audio Recording Expert (US)
Record scripted and spontaneous English speech in a quiet home setup so micro1 can build labeled audio datasets for speech recognition and voice model training. Work is remote, task-based, and paid per approved recording session at observed rates of roughly $10–30/hr.
Italian Audio Recording Expert
Record scripted and spontaneous Italian speech samples used to train and evaluate speech recognition and voice models. Work is remote and task-based, with recordings submitted through micro1's collection tooling and reviewed for audio quality, pronunciation, and adherence to prompt instructions.
Ambulance Dispatcher - Emergency Communications Specialist
micro1 is recruiting working and former ambulance dispatchers to supply protocol-driven reasoning for a customer's emergency communications AI project. You'll triage simulated calls, document dispatch decisions, and judge whether model outputs would hold up on a real console.
Machine Learning Engineer
micro1 contracts machine learning engineers to produce expert Python and ML work that becomes training and evaluation data for frontier models. The work is remote and asynchronous, and pay has been observed in the $80–140/hr range depending on depth of framework and deployment experience.
Video Data Annotator
Label objects, actions, and events frame-by-frame in video clips used to train and evaluate computer vision and multimodal models. Work is remote, task-based, and paid at an observed rate of around $7/hour through micro1's contributor pipeline.
Police Dispatcher (911)
micro1 is recruiting experienced 911 police dispatchers to evaluate and shape AI systems handling emergency call intake, triage, and incident routing. Work is remote and project-based: you write scenarios, review model transcripts against APCO/NENA protocol, and document why a given dispatch decision was right or wrong.
German Audio Recording Expert
Record scripted and spontaneous German speech for AI training and evaluation datasets, following per-batch specs for microphone setup, room noise, and delivery style. Work is remote and asynchronous, paid per accepted recording or hourly, with observed rates in the $20–40/hr range depending on task complexity and dialect need.
AI Facial Data Collection Contributor [referrals]
A one-time remote submission task: provide 30 unedited selfies and 10 short videos of yourself spanning the past five years for use as facial-recognition training data. Payment is a single flat amount released after the full set is accepted, and micro1 also accepts siblings and twins as additional contributors through referral.
UX Designer Specialist
micro1 recruits practicing UX designers to review, critique, and score AI-generated interface work — wireframes, design-system decisions, flow diagrams, and product copy — against real design standards. Work is remote, project-based, and paid hourly in an observed $90–140 band.
Personal Assistant
micro1 is contracting experienced personal and executive assistants to produce and review AI training data covering scheduling, correspondence, and administrative judgment. You work remotely on your own schedule, writing realistic task examples and grading model outputs against how an assistant would actually handle the situation.
Marketing, Sales & Strategy Specialist
micro1 recruits marketing, sales, and corporate strategy practitioners to write and grade the kind of commercial reasoning tasks AI models still get wrong — positioning briefs, pipeline diagnostics, pricing calls, go-to-market plans. Work is project-based and remote, with observed rates of $90–140/hr depending on seniority and how much of the work is authoring versus review.
Hardware Expert
Review and grade AI-generated answers on hardware engineering topics — digital logic and RTL, PCB and embedded design, semiconductor process and verification — and write the corrections the model learns from. Work is contract, remote, and project-based through micro1's AI-led screening pipeline, with observed rates in the $50–100/hr range depending on specialisation and depth of test.
CAD Data Generation & Validation Specialist (FreeCAD)
micro1 is recruiting mechanical CAD practitioners to build and validate parametric FreeCAD models that train and test AI systems on 3D geometry. Work is remote and task-based, mixing model authoring, scripted geometry checks, and written judgments on whether a machine-generated part actually satisfies its spec. Observed pay for this category runs $40–100/hr depending on depth of CAD and Python experience.
At-Home Video Recorder (U.S)
Record first-person video of ordinary household chores on your own smartphone using a head-strap mount, and submit the footage for use as robotics and embodied-AI training data. Pay is per hour of accepted footage, observed at $10–15/hr, and the role is open only to residents of a specified list of U.S. states.
Computer Systems Analyst
micro1 is contracting experienced computer systems analysts to produce and review AI training material grounded in real systems-analysis work — requirements documents, BPMN/UML process models, and SQL-based data analysis. The work is remote, US-based, contractor status, with observed rates of $60–120/hr depending on depth and task type.
Investment Banking Associate
micro1 is contracting investment banking associates to write and review model-training tasks that mirror real deal work — DCFs, LBOs, accretion/dilution, comps, and pitch material. You author the reference answers, grade AI attempts against them, and help calibrate the rubrics used to score everyone else's.
Accountants and Auditors
micro1 recruits licensed accountants and auditors to write and grade accounting problems that AI models routinely get wrong — consolidation entries, revenue recognition edge cases, deferred tax, audit sampling and materiality judgments. Work is remote, project-based, and paid hourly in an observed band of $40–95/hr depending on credential, specialism and assessed rubric quality.
Eating Disorder Specialist (Adolescent)
Review AI-generated responses on adolescent eating disorders — anorexia, bulimia, ARFID, binge eating — and judge whether they are clinically sound and safe for a teenage patient or worried parent. Work is remote, task-based through micro1, with observed rates of $45–95/hr depending on credential and specialty depth.
Contract Attorney
micro1 is contracting licensed U.S. attorneys with technology-transactions experience to run simulated negotiations and redline contracts, then grade how AI models handle the same material. Work is remote, part-time, and centred on MSAs, NDAs, and DPAs, with observed rates of $80–200/hr depending on depth of experience.
Mandarin Audio Recording Expert
micro1 is contracting native Mandarin speakers with professional recording experience to produce studio-quality audio for an AI speech dataset. You supply your own microphone, interface, and treated recording space, and deliver clean takes against detailed script and quality specifications.
Physics Expert (AMO / Quantum Information)
micro1 is contracting AMO and quantum information physicists to build and grade benchmark problems on cascaded optical parametric amplifiers, SU(1,1) interferometry, and two-mode squeezing under loss. Contributors work as Solvers, Auditors, or Adjudicators depending on subfield depth, at an observed $80–160/hr.
Family Law Attorney (BigLaw Firms)
micro1 is contracting family law attorneys with BigLaw backgrounds to write, annotate, and critique legal reasoning used to train AI models. Work is remote and project-based, with observed rates of $140–400/hr depending on seniority and task complexity.
Corporate Finance Expert
micro1 recruits corporate finance practitioners to write and grade problems that test how well AI models handle valuation, capital structure, and financial statement reasoning. Work is contract-based, fully remote, and paid hourly in an observed range of $50–100/hr depending on credentials and task type.
Video Annotation Specialist
Label, segment, and quality-check video for AI training and evaluation work sourced through micro1, working frame-accurate on tasks like action boundaries, object tracks, and scene descriptions. Observed rates run $50–90/hr, contract and project-based, with volume that varies by client pipeline rather than arriving as a steady weekly load.
Investment & Finance Expert
micro1 is recruiting investment banking, private equity, venture capital, and hedge fund professionals to evaluate how AI models reason about valuation, financial modeling, and live-market scenarios. Work is remote contractor work, output-based, with observed rates in the $245–280/hr range.
Physics Expert (Professor / Principal Investigator)
micro1 is contracting senior physicists — Associate Professors and above, or PI-level group leaders — to adjudicate competing physics arguments and write defensible evaluations used to train frontier AI models. Work is remote and asynchronous, with observed rates of $80–160/hr depending on subfield and seniority.
Corporate Attorney
Review and grade AI model outputs on corporate law questions — entity formation, M&A diligence, securities disclosure, governance, and commercial contracts — and write reference answers a practising attorney would stand behind. Work is remote and project-based through micro1, with observed rates of $245–280/hr for qualified attorneys.
Thai Bilingual Expert
Listen to Thai audio clips — human and model-generated — and rate nativeness, pronunciation, and intonation against a written rubric. Each rating is paired with a short written justification in English explaining the specific phonetic or prosodic cues behind your score.
Physics Expert (Biophysics / Statistical Physics)
micro1 is contracting physics experts to build and audit research-level solutions on stochastic bacterial population dynamics — two-state growth-rate switching, cell-size regulation noise, and asymptotic growth rates. Work is documented in detail so AI systems can be trained on the reasoning, not just the answer.
Senior Litigation Attorney
micro1 is contracting senior US litigation attorneys to build and referee multi-turn commercial dispute simulations used to train frontier AI models. You draft the case seeds, direct junior contributors' briefs and motions, and grade every turn against rubrics you help write — all from public or synthetic materials, with observed pay in the $100–150/hr range.
CUDA Engineering Expert
micro1 is contracting CUDA engineers to profile and optimize GPU kernels as training data for a leading AI lab's code models. The work is remote and project-based, with observed rates in the $60–100/hr range depending on depth of low-level performance experience.
Contract Specialist
micro1 recruits practicing contract professionals to write and grade AI training data drawn from real commercial drafting and review work. Observed rates for this legal track have run $80–100/hr, billed against submitted and accepted tasks.
Indonesian Bilingual Expert
Listen to AI-generated Indonesian speech and judge whether it sounds like a native speaker — assessing pronunciation, intonation, register, and cultural fit. Findings are written up as structured, actionable notes for the model team, with pay observed at $60–65/hr on a remote contractor basis.
Commercial Real Estate Manager
micro1 recruits commercial real estate professionals to review and grade AI-generated work on leasing, valuation, underwriting, and asset management tasks. Observed pay for this role runs $40–65/hr, set by the platform after a screening interview and calibration exercise.
Substance Use - Adolescent Addiction Specialist
Review and grade AI-generated responses on adolescent substance use — screening, brief intervention, withdrawal management, family involvement, and confidentiality law. Work is remote and asynchronous, paid per hour of reviewed output, with observed rates of $45–95/hr depending on credential and task complexity.
Powerpoint Specialist
micro1 is hiring contractors with Fortune 500 or consulting-grade PowerPoint experience to author realistic business document tasks and rank competing LLM outputs on Project Navara. Work is remote and async, structured as four-turn conversations with a model where you write the prompt, review two .pptx deliverables per turn, and explain which one is better and why.
Sales Representatives (Technical & Scientific materials)
micro1 is contracting experienced B2B sales professionals from the technical and scientific materials sector to produce and evaluate AI training data on prospecting, qualification, and objection handling. You'll write realistic sales artifacts and judge model outputs against how deals actually get worked in industrial and lab-supply markets.
Transactional Attorney
micro1 recruits practicing transactional attorneys to write and grade AI outputs on deal work — NDAs, purchase agreements, financing documents, corporate governance and diligence memos. Work is remote, project-based, and paid hourly in an observed $90–150 range depending on practice depth and task type.
Senior Technical Architect
Review and score AI-generated system designs, architecture decision records, and multi-service code changes for correctness, scalability, and maintainability. Work is remote and asynchronous through micro1, with pay observed in the $60–130/hr range depending on stack depth and assessment results.
AI Consulting Domain Expert
micro1 is contracting former and current strategy consultants to evaluate AI-generated business deliverables — market analyses, business cases, executive memos — against professional standards. Work is remote, part-time, and paid hourly in an observed $100–200/hr range depending on background and project.
Military Writing Specialist
micro1 is contracting former U.S. military and DoD professionals to write, grade, and critique the report formats they used in service — SITREPs, WARs, AARs, decision briefs, and executive summaries. The output becomes training data and grading rubrics that teach AI models what compliant government writing actually looks like.
Sales Agent (Securities & Commodities)
micro1 is contracting licensed securities and commodities professionals to author evaluation tasks that test how AI agents handle trade execution, client advisory, and compliance reasoning. You build the scenario, assemble the supporting data (CSVs, PDFs, statements, regulatory citations), define the defensible correct action, and write a 35+ item rubric that grades an agent against it.
Technical Problem Author (Multi-Domain)
Write and grade advanced engineering problems — in aerodynamics, materials, CAD/mechanical design, circuits, or mechanical engineering — that are used to train and test frontier AI models. Work is remote, output-based, and paid per accepted task, with observed rates in the $80–110/hr equivalent range.
Manufacturing Design Engineer (FreeCAD)
Build production-ready parametric CAD models and manufacturing drawings in FreeCAD that serve as training and evaluation data for AI design tools. Work is remote and contract-based, with pay observed in the $40–100/hr range depending on depth of DFM and GD&T experience.
Product Management Expert
micro1 is contracting senior product managers to write gold-standard PM deliverables — PRDs, launch memos, roadmap decks, exec updates — and to score AI-generated versions against rubrics you author. Observed pay is $100–200/hr, remote and US-based, with no prior AI experience expected.
Autodesk Fusion Expert
Evaluate and correct AI-generated CAD/CAM outputs in Autodesk Fusion — parametric models, sketch constraints, assemblies, drawings, and toolpaths. Work is project-based and remote through micro1, with observed rates in the $50–120/hr range depending on depth and manufacturing background.
Manufacturing Specialist
micro1 recruits manufacturing engineers and plant-floor specialists to write and grade prompts that test how well AI models handle process design, quality systems, and production troubleshooting. Work is project-based and remote, with observed rates in the $50–100/hr range depending on discipline depth and assessment results.
Senior Software Engineer
Review and score AI-generated code, write reference solutions, and author test cases across production-grade repositories for micro1's model training work. Engagements are contract-based and remote, with pay observed in the $100–150/hr range depending on stack depth and screening results.
Corporate Attorney
micro1 is contracting US-licensed corporate attorneys to review, annotate, and stress-test AI-generated legal content across corporate, litigation, bankruptcy, and compliance matters. Work is remote, project-based, and paid hourly in an observed $90–150/hr range depending on jurisdiction, seniority, and project scope.
Physics Expert (Condensed Matter / Magnetic Materials)
micro1 is contracting condensed matter physicists with magnetism expertise to write and review technical material on magnetic space groups, neutron diffraction, and magneto-optical signatures for AI training. Work is remote, project-based, and paid hourly in an observed $80–160/hr range depending on depth of specialization.
Biostatistician
Author and review evaluation tasks that require reproducing statistical outputs from clinical trial datasets and TFLs, then document defensible ground truth for each item. The work rests on your ability to distinguish genuine statistical errors from acceptable methodological alternatives and to explain the difference in writing.
Mechanical Engineering Subject Matter Expert
micro1 is contracting mechanical engineers to write, solve, and critique advanced problems across mechanics, thermodynamics, fluids, heat transfer, vibrations, and manufacturing for AI training data. Pay is output-based per accepted task, with rates observed in the $80–100/hr equivalent range and a weekly minimum submission requirement.
Video Annotation Expert
micro1 is contracting remote annotators to review short clips of robots and people performing tasks, judging whether the action satisfies a written directive and where exactly it succeeds or fails. Work includes correcting AI-generated annotations — action boundaries, descriptions, feedback points — and choosing between two clips against a rubric.
AI Software Engineering Domain Expert
micro1 recruits practicing software engineers to write, review, and grade the coding tasks used to train and evaluate frontier models. Observed pay for this work has ranged from $100–200/hr, set by depth of experience and the language or subsystem you cover.
Turkish Bilingual Expert
Listen to Turkish audio clips — human and synthetic — and rate how native, fluent, and phonetically authentic they sound, then write the justification in English. Work is remote, task-based, and paid at an observed $30–65/hr depending on background and project.
Data Privacy Analyst
Review transformed datasets to confirm that personal identifiable information has been properly redacted or anonymized, and flag what slipped through. The work is spot-check based document review with written findings, delivered remotely on a contract basis through micro1.
Computational Biology & Cheminformatics Expert
micro1 is contracting computational biology and cheminformatics practitioners to build code-based benchmark tasks and review AI outputs for a customer's computational drug discovery program. Work involves curating bioactivity datasets, writing reproducible Dockerized tasks, and grading model reasoning on SAR, ADMET, and virtual screening problems.
Street Performing Musician
micro1 is recruiting working street performers and buskers to evaluate and stress-test AI systems on live music, improvisation, and unscripted audio scenarios. Work is remote, project-based, and paid hourly at rates observed between $100 and $300/hr depending on instrument, session type, and rubric complexity.
Microbiologist
micro1 is contracting microbiologists to write, review, and score AI-generated content on bacterial, fungal, and algal biology, including medical microbiology and antimicrobial action. Work is remote, contractor-based, and paid hourly in an observed $70–90/hr range depending on degree level and depth of specialization.
Computer User Support Specialists
micro1 is contracting Tier 2/3 IT support specialists to produce troubleshooting reasoning that trains AI models on real-world technical support. You write diagnostic walkthroughs, evaluate model answers to hardware, OS, and networking problems, and document the steps a competent technician would actually take.
Subject Matter Expert – Data & Statistical Chart Analysis (AI Benchmark)
You write benchmark tasks around difficult statistical visualizations — Sankey diagrams, calibration curves, residual plots, correlation matrices — and supply verified answers with step-by-step quantitative reasoning. micro1 places you on a customer project training and evaluating frontier AI models; no prior AI work is expected, but your statistical judgment must hold up under review.
BigLaw lawyers (Litigation/Corporate/M&A)
micro1 is contracting US-licensed lawyers with Vault Law 100 firm experience to write, review, and grade legal reasoning used to train frontier AI models. Work is remote and project-based, covering litigation, corporate, and M&A subject matter, with observed rates of $140–400/hr depending on seniority and practice area.
Bioinformatics Scientist
micro1 is contracting bioinformatics and computational biology specialists to evaluate and improve AI model outputs on medicinal chemistry, omics, and drug discovery tasks. Work is remote and asynchronous, with observed rates in the $90–120/hr range depending on depth of domain background.
Gravador(a) de Vídeos com Smartphone
Record short smartphone videos to spec — set scenes, framing, lighting and actions defined by a data collection brief — so the footage can be used to train and evaluate computer-vision models. Work is remote, project-based and paid at an observed rate of around $6/hr, with briefs and support delivered in Portuguese.
Tamil Bilingual Expert
Listen to Tamil audio clips — human and model-generated — and rate nativeness, pronunciation, and intonation against a written rubric, then justify each rating in English. Work is remote, task-based contractor work through micro1, with observed rates in the $30–65/hr range depending on background and project.
Materials Scientist / Engineer
micro1 is contracting materials scientists and engineers to annotate technical datasets, write case studies, and review scientific deliverables that train frontier AI models. Work is remote and output-based, with observed rates in the $80–130/hr range depending on task complexity and throughput.
Computational Biology Expert
micro1 is contracting computational biology and medicinal chemistry specialists to annotate biological datasets and evaluate AI-generated scientific reasoning for a customer project. Work is remote, asynchronous, and contract-based, with observed rates of $90–120/hr depending on credentials and assessed depth.
Architect (CAD & Construction Documentation)
micro1 is contracting practicing architects and CAD documentarians to produce and evaluate technical drawing sets — floor plans, elevations, multi-sheet schematics, GD&T callouts — that are used as training and reference material for AI models. Work is remote and project-based, with observed rates of $40–50/hr.
Biologist
micro1 recruits biologists to write and grade problems that test whether AI models can reason correctly about molecular biology, genetics, physiology, and experimental design. Observed pay for this role runs $70–90/hr, with work delivered asynchronously against a weekly task queue.
Immigration Attorney (BigLaw Firms)
micro1 contracts licensed U.S. immigration attorneys with BigLaw backgrounds to review AI-generated legal work and produce reference-quality written material for model training. Work is remote and project-based, with observed rates of $140–400/hr depending on seniority and task type.
General Counsel
micro1 is recruiting in-house General Counsels to run simulated contract negotiations and redlining exercises that train and evaluate frontier AI models on commercial legal work. You review model redlines against your own, write grading criteria, and feed structured findings back to product and research teams. Observed rates run $90–200/hr on a part-time contract basis.
SolidWorks Specialist
micro1 is hiring mechanical designers with deep parametric CAD experience to build, edit, and audit 3D models that serve as training data for AI systems. The work is done in FreeCAD — SolidWorks or Fusion 360 fluency transfers directly, and no AI background is expected.
Excel Specialist
micro1 is contracting Excel-fluent business professionals to build realistic document tasks and judge how well an LLM produces .xlsx, .docx, and .pptx deliverables. You write the prompts, inspect the generated files, and record side-by-side preference data explaining which output a working analyst would actually accept.
Video related professional for AI training
micro1 is recruiting working video professionals — editors, cinematographers, colorists, motion designers, and producers — to evaluate and correct AI-generated video output and text about video craft. Observed pay for this listing is $65–80/hr on a contract, project-based arrangement.
BIM & Construction Coordination Expert
micro1 recruits BIM coordinators and VDC specialists to evaluate how AI models handle clash detection, model federation, and constructability review. Work is project-based and remote, with tasks ranging from scoring model-generated coordination advice to writing reference answers grounded in real project documents.
Telugu Transcription Expert
Transcribe and annotate Telugu audio, video, and text for an AI training data project run through micro1. Work is remote and contract-based, with observed pay in the $10–24/hr range depending on task type and throughput.
Technical Writing Specialist
Write and evaluate technical documentation used to train and benchmark AI models — API references, runbooks, release notes, and developer guides. Work is remote and project-based through micro1, with observed rates of $90–140/hr depending on domain and assessment results.
Italian Bilingual Expert
Listen to Italian audio clips — human and model-generated — and rate nativeness, pronunciation, and intonation against a written rubric, then justify each rating in English. Contract work through micro1, fully remote and async, with observed rates of $30–65/hr depending on background and project.
Audio Expert
Evaluate and annotate audio for AI training work — rating synthesized speech, checking transcription output, scoring audio quality, and writing the reasoning behind each judgment. micro1 lists this at an observed $50–100/hr, contract, remote and largely asynchronous.
Private Equity & Investment Funds Attorney
micro1 is contracting private equity and investment funds attorneys to review, annotate, and critique AI-generated work on transactional documents — LPAs, side letters, SPAs/APAs, MSAs, credit agreements, and DPAs. The work is remote and asynchronous, with observed rates of $90–130/hr depending on depth of fund-formation and M&A experience.
Litigation Attorney (Commercial Real Estate)
micro1 is contracting US litigation attorneys with commercial real estate experience to draft authentic litigation work product — motions, briefs, demand letters, discovery — inside simulated multi-turn disputes used to train and evaluate AI systems. You write under senior direction, build rubrics that define what a strong response looks like, and maintain a coherent case theory across successive turns.
IT Manager
micro1 is contracting experienced IT/systems managers to review and critique AI-generated answers on infrastructure strategy, architecture planning, vendor selection, and security compliance. Work is remote, asynchronous, and paid hourly in an observed $60–75/hr band, with written assignments and structured discussions rather than hands-on administration.
Purchasing Agent
micro1 is hiring experienced procurement professionals as contractors to author expert-level sourcing tasks and grading rubrics that AI models are trained and tested against. Work is remote and project-based, with observed rates of $30–65/hr depending on category depth and experience.
Subject Matter Expert – Financial & Operations Chart Analysis
You write multi-step reasoning questions from complex financial and operations charts — candlesticks, yield curves, drawdown plots, control charts, Pareto diagrams, throughput curves — and supply verified answers with explicit calculations. The work trains and evaluates AI models on quantitative visual reasoning, and observed pay on micro1 for this project sits at $25–50/hr.
Neuroscience Expert
micro1 is contracting neuroscience PhDs, MDs, and equivalent-experience researchers to review model outputs and author training material across systems, cellular, cognitive, and clinical neuroscience. Work is remote and project-based, with observed rates of $60–80/hr depending on subfield depth and review volume.
Social Science Research Assistant
Write authentic social science research tasks — survey analysis, qualitative coding, literature synthesis, statistical work — that frontier AI models are then scored against. Each task ships with realistic research artifacts and a 35+ item rubric covering methodology, execution, and interpretation.
Remote Household Data Specialist - Video Capture (Vietnam)
Record structured video of everyday household activities in your own home in Vietnam, following a shot list and consent rules supplied by the project team. Footage is used to train and evaluate AI models on real-world human activity, so technical compliance and metadata accuracy matter more than production polish.
Lawyer
micro1 recruits practicing and formerly practicing lawyers to evaluate AI-generated legal reasoning, drafting, and research output. Work is contract-based, remote, and paid hourly at an observed $80–180/hr depending on jurisdiction, practice area, and screening outcome.
Corporate Counsel
micro1 is contracting in-house corporate lawyers to run simulated contract negotiations and redlining exercises that train and evaluate frontier AI models on commercial agreements. You review model output on MSAs, NDAs, and DPAs, write grading criteria, and explain where the model's risk analysis breaks down. Observed pay for this listing is $100–200/hr.
At-Home Video Recorder
Record short at-home videos to spec — everyday tasks, hand movements, object interactions, or scripted scenarios — that become training and evaluation data for multimodal AI models. Work is asynchronous and paid hourly at an observed $13–15/hr on micro1, with volume depending on active data-collection campaigns.
Federal Reporting & Staff Writing Expert
micro1 is hiring former federal and military staff writers to produce and grade authentic reporting artifacts — WARs, SITREPs, after-action reports, executive briefings — used to train and evaluate AI writing models. Work is remote, US-only, contractor-based, with observed rates of $40–60/hr.
Statistics Expert (PhD)
micro1 is contracting statistics PhDs to write and review advanced statistical problem-solutions used as training and benchmark data for frontier AI models. Work is remote, output-based (paid per accepted task), with observed rates in the $90–120/hr range and a weekly minimum submission requirement.
Linguistics Specialists
micro1 is contracting linguistics specialists to review human–LLM conversations and rate model responses against instruction-following rubrics. The work rewards precision in grammar, usage, and semantics over creative writing, and pay has been observed at $40–50/hr.
Sociology Teachers, Postsecondary
Write university-level sociology assessment tasks and matching rubrics that are used to train and evaluate AI systems on academic reasoning. Work is remote, contract-based, and asynchronous, with observed pay in the $50–90/hr range depending on credentials and project.
CNC Machinist
micro1 is contracting experienced CNC machinists to supply setup, troubleshooting, and inspection expertise that trains AI models on real machining work. You'll write and review detailed process explanations covering Haas industrial and desktop platforms, GD&T interpretation, and failure diagnosis — pay observed in the $50–100/hr range.
Semiconductor Devices & Microelectronics Expert
micro1 is contracting semiconductor device and microelectronics specialists to write, review, and critique technical content used to train AI models. Work is remote, asynchronous, and paid per accepted task, with observed rates in the $66–130/hr range.
AI Domain Expert
micro1 contracts domain experts part-time to critique AI-generated outputs, write adversarial prompts, and annotate data in their field of practice. Observed rates run $140–200/hr, with software engineering, finance, data science, and legal backgrounds most in demand.
Backend Java Developer
Backend Java engineers work through micro1's AI-led screen and then take on code evaluation and data-generation tasks: reviewing model-written Java, writing reference solutions, and rating outputs against a rubric. Observed pay for this listing runs $60–110/hr, set by screen performance and task type, and work is remote and largely asynchronous.
Statistician
micro1 is contracting statisticians to build and review training data for AI systems — cleaning messy datasets, running descriptive and inferential analyses, and documenting methods in plain language. Work is remote and asynchronous, with observed rates in the $60–120/hr range depending on credentials and project.
Supply Chain Manager
micro1 is contracting supply chain practitioners to create and review realistic procurement, planning, and inventory tasks used to train and evaluate AI models. Work is remote and project-based, drawing on ERP experience, demand planning, and supplier scorecard judgment rather than any AI background.
Physics Expert (High Energy / Mathematical Physics)
micro1 is contracting theoretical physicists to solve, audit, or adjudicate research-level problems in AdS/CFT, holographic Weyl anomalies, and Fefferman-Graham expansions for a frontier AI lab's training data. Work is remote and asynchronous, with observed rates of $80–160/hr depending on assignment tier and subfield fit.
Portuguese Audio Recording Expert (Portugal)
micro1 is contracting native European Portuguese speakers with professional recording experience to produce clean, natural speech samples for AI training data. You supply your own studio-grade equipment and follow detailed specs for environment, file format, and delivery.
Design & Frontend Specialist
Review and score AI model output on frontend and interface-design tasks — React/TypeScript components, CSS layout, design-to-code fidelity, and accessibility. Work is remote, project-based, and paid hourly at an observed band of $90–140/hr on micro1.
Product Management Specialist
Experienced product managers assess and improve AI model output on product work — PRDs, prioritisation calls, metric definitions, roadmap trade-offs, and stakeholder comms. Work is remote and project-based, with observed rates of $90–140/hr on micro1.
Litigation Attorney (Shareholder / LLC)
micro1 is contracting US-licensed litigation attorneys with shareholder and LLC dispute experience to draft motions, briefs, demand letters and discovery against synthetic fact patterns used to train AI models. Work is remote, asynchronous, and paid in an observed band of $100–150/hr, with tasks typically beginning within 24–48 hours of onboarding.
Litigator / Practicing Attorney (US)
micro1 recruits licensed US attorneys with active litigation practice to evaluate and correct AI-generated legal analysis, drafting, and case reasoning. Work is project-based and remote, with observed rates of $80–140/hr depending on practice area and depth of screening performance.
Electrical Engineering Professor
micro1 is contracting electrical engineering faculty to author graduate-level multiple-choice exam questions with full solutions and grading rubrics, and to review AI-generated EE content for technical accuracy. Work is remote, asynchronous, and paid per accepted task, with observed rates in the $40–130/hr range depending on specialization and throughput.
Mechanical Engineer
micro1 is contracting mechanical engineers to write single-choice assessment questions with documented rationales in solid mechanics, dynamics and control, or thermal-fluids for AI training datasets. Work is remote and output-based — you are paid per accepted task, with a weekly minimum submission requirement.
Arabic Audio Recording Expert
Record and edit Arabic-language audio to detailed project specifications for use as AI training data, then submit files plus metadata through micro1's delivery pipeline. Work is remote and self-scheduled, with a recorded sample required during screening and observed pay in the $10–30/hr range.
PhD Physicist
micro1 recruits PhD-level physicists to write graduate-difficulty problems, verify model derivations, and grade physics reasoning step by step. Work is remote and project-based, with observed rates of $70–90/hr depending on subfield and assessed depth.
Data Entry Keyer
Transcribe and structure source material — scanned documents, forms, tables, handwritten notes, screenshots — into clean, schema-conformant records used to train and evaluate AI systems. Work is task-based and remote, with observed rates in the $20–35/hr range depending on batch complexity and accuracy history.
Medical Writer / Clinical Document Author
Write and critique clinical documents — protocols, CSRs, regulatory summaries, patient materials — that are used to train and evaluate AI models on medical writing tasks. Work is remote and project-based, with observed rates of $50–80/hr depending on therapeutic area and regulatory experience.
Accountant (CPA/CA)
Review and grade AI-generated accounting work — journal entries, reconciliations, financial statement treatments, and audit reasoning — against professional standards. micro1 recruits licensed CPAs and CAs for this work through an AI-led screening interview, with observed rates of $30–35/hr.
Pharmacovigilance Expert
micro1 is contracting pharmacovigilance specialists to write and review evaluation tasks built from DSURs, PSURs/PBRERs, and case-level safety data used to train and test AI systems. The work centers on judging whether interval findings, signal evaluations, and benefit-risk conclusions hold up against ICH E2F and E2C(R2) expectations — and documenting exactly where they don't.
Spanish Audio Recording Expert (Mexico)
Record Mexican Spanish speech samples — scripted prompts, spontaneous responses, and conversational turns — used to train and evaluate speech recognition and synthesis models. Work is remote and asynchronous through micro1, with pay observed in the $10–20/hr range depending on task type and audio quality standards.
U.S based Accountant (CPA/CA)
micro1 recruits licensed U.S. accountants to write, review, and grade accounting and tax problems used to train and test AI models. Work is remote and project-based, paid at an observed $65–70/hr for time on task.
Graba Videos desde Casa (Estados Unidos)
micro1 recluta colaboradores en Estados Unidos para grabar clips de video desde casa que alimentan conjuntos de datos de entrenamiento y evaluación multimodal. El trabajo es por tareas, se hace con teléfono o cámara propia y la banda observada es de $10–15 por hora.
Police Dispatcher - Emergency Communications Specialist
Experienced 911 or police dispatchers evaluate and correct AI-generated call-taking, radio, and CAD-related outputs against real dispatch protocol. Work is remote, project-based, and paid hourly in an observed $30–55/hr band.
Physics Expert (Postdoc / Junior professor)
micro1 is contracting physics PhDs to review AI-generated derivations, solutions, and theoretical arguments in their subfield, flagging errors, unstated assumptions, and dimensional inconsistencies. Work is remote and contract-based, with observed rates of $80–150/hr depending on subfield and depth of review.
Data Analyst
micro1 is contracting data analysts to test AI assistants that connect to cloud data warehouses and answer analytical questions, then verify every figure the assistant produces by writing independent SQL against the source data in Snowflake. The work also includes maintaining seeded test datasets, managing warehouse roles and grants, and documenting undocumented product behavior you hit along the way.
Human Data Manager, New Grad
An entry-level operations role at micro1 coordinating the human data pipelines that feed AI lab training and evaluation projects. You would recruit and onboard domain experts, write task instructions, audit submitted work for quality, and report throughput and error trends back to the client.
Corporate Attorney (BigLaw Firms)
Corporate attorneys with BigLaw transactional experience review and grade AI-generated legal work — merger agreements, diligence memos, disclosure schedules, governance advice — against what a partner would actually accept. micro1 has listed observed rates of $140–400/hr for this work, varying with seniority and task type.
Physics Expert (PhD / Postdoc)
micro1 is contracting physics PhDs and postdocs to write rigorous, fully documented solutions to advanced problems in their own subfield, used as training and evaluation data for frontier AI models. Work is remote and asynchronous at roughly 10 hours/week across an 8–10 week engagement, with observed rates of $80–140/hr.
IT Support Specialist
micro1 is contracting Tier 2/3 IT support practitioners to write and evaluate realistic troubleshooting scenarios used to train AI models. You produce documented incident walkthroughs across Windows, macOS, and Linux, and judge whether model-generated support advice would actually resolve the problem.
Subject Matter Expert – Chart & Data Visualization Analysis (AI Training)
You source and author reasoning tasks built on real domain charts — Kaplan-Meier curves, yield-curve plots, control charts, hydrographs — then supply the correct answer and a step-by-step derivation. micro1 recruits for a client project training multimodal models to read visualizations accurately; observed pay runs $25–50/hr as a contractor.
GitHub Contributor
micro1 is contracting senior software engineers to build reinforcement learning environments that test whether AI models can fix bugs, ship features, refactor code, and close performance gaps. Each task means producing a reproducible environment plus a golden reference solution, documented well enough that another engineer could verify it.
Vietnamese Bilingual Expert
Listen to Vietnamese audio clips — human and model-generated — and rate nativeness, pronunciation, and intonation against a written rubric, then justify each rating in English. Contract work through micro1, fully remote and asynchronous, with observed rates in the $30–65/hr range depending on background and project.
Sales Development Representative
micro1 hires remote Sales Development Representatives to run outbound prospecting into companies buying AI training data, evaluation, and expert-sourcing services. This is a commercial role rather than an evaluation role: your day is spent researching accounts, writing cold outreach, and booking qualified meetings for account executives, with observed pay in the $30–42/hr range.
Biostatistician
micro1 is contracting biostatisticians to author expert-level evaluation tasks and 35+ item grading rubrics that test how AI models handle clinical trial analysis, regulatory review, and observational study problems. Pay is output-based per accepted task, with observed rates in the $60–100/hr range depending on speed and task complexity.
Open Source Contributor
micro1 is hiring open source contributors to build reproducible reinforcement learning environments that test whether AI models can complete real DevOps, CI/CD, and debugging workflows. Each task pairs a containerized environment with a golden reference solution, and pay is per accepted task rather than hourly, with observed rates in the $50–150/hr equivalent range.
Physics Expert (Gravitation / Cosmology / Astrophysics)
micro1 is contracting PhD-level gravitation, cosmology, and astrophysics researchers to build and audit a frontier physics benchmark covering dynamical Chern-Simons gravity, Palatini/tetrad formalism, FRW cosmology, and quadratic inflation. Work is remote, contract-based, and assigned by subfield as Solver, Auditor, or Adjudicator, with observed rates of $80–160/hr.
Bankruptcy Attorney
micro1 is contracting licensed U.S. bankruptcy attorneys to review model-generated legal output, draft sample filings, and annotate bankruptcy documents for AI training. Work is remote and project-based, with observed rates of $90–150/hr depending on depth of practice experience.
English Audio Recording Expert (UK)
Record scripted and spontaneous English speech in a UK accent for use in speech-model training and evaluation datasets. Work is remote and asynchronous, paid per completed and accepted recording session, with observed rates in the $10–30/hr range depending on task complexity and audio requirements.
Regulatory Affairs Specialist
micro1 is contracting regulatory affairs specialists to write and grade evaluation tasks modeled on health authority information requests and sponsor response threads. You judge whether drafted responses are substantively adequate under ICH and agency expectations — not merely well-formatted — and document your reasoning in writing.
Tax Advisor (CPA or EA)
Review and correct AI-generated answers to US tax questions, then write model responses that a licensed preparer would sign off on. Work is remote and project-based through micro1's expert network, with observed rates of $80–110/hr depending on specialty depth.
Inmunology Expert
micro1 recruits immunologists to write and review technical prompts, grade model answers, and flag factual errors in AI-generated immunology content. Work is remote and project-based, with observed rates of $60–80/hr depending on credentials and how much specialist depth a project needs.
Japanese Audio Recording Expert
Record spoken Japanese prompts — scripted lines, spontaneous responses, and conversational turns — for use in speech recognition and speech synthesis training data. Work is remote and asynchronous, paid per completed and approved recording batch, with observed rates in the $10–30/hr range depending on task type and audio quality requirements.
Software Developer
micro1 places experienced software engineers on a client project producing training and evaluation data for coding models — writing reference solutions, critiquing model-generated code, and explaining reasoning in prose. Work is remote and contractor-based, with an observed band of $60–75/hr and no prior AI experience required.
PhD & Academic Expert
Evaluate AI model outputs in your doctoral field for factual accuracy, reasoning depth, and the kind of subtle error a non-specialist would miss. Work is contract, remote, and project-based through micro1 on behalf of a partner AI lab, with observed rates of $245–280/hr.
Commercial Contracts Attorney — M&A Diligence
Review real-world commercial agreements and M&A diligence scenarios, annotating deal-risk provisions and writing the rationales that teach AI systems how a transactional lawyer thinks. Contract work through micro1, fully remote, with observed rates of $90–100/hr.
Mechanical Engineering Professor
micro1 is hiring mechanical engineering professors and instructors to write graduate-level multiple-choice questions with worked rationales, and to review AI-generated technical content for accuracy. Work is remote, asynchronous, and paid per accepted task, with observed rates in the $60–130/hr range depending on specialization and output speed.
Professional Gamer
micro1 recruits competitive and high-hour gamers to evaluate AI-generated game strategy, commentary, and in-game reasoning against how play actually works at rank. Observed pay for this listing sits at $10–14/hr, with work assigned in batches rather than fixed shifts.
Senior FreeCAD Engineer
micro1 is contracting mechanical engineers to build, break, and review parametric CAD models in FreeCAD as training and evaluation data for AI systems. Work is remote and project-based, with observed rates of $40–100/hr depending on depth of GD&T, assembly, and scripting experience.
German Transcription Expert
Transcribe and quality-check German audio — including dialect-heavy and overlapping speech — for a customer project training speech and language models. Work is remote contractor work paid hourly, with annotation of speakers, timestamps, and context cues alongside the transcript itself.
Adobe Video Editor (Premiere Pro & After Effects)
micro1 is contracting Premiere Pro and After Effects editors to annotate, categorize, and produce video assets that train AI models on editing workflows. Work is remote and contract-based, with observed rates spanning $15–80/hr depending on demonstrated depth and project track.
Telugu Audio Recording Expert
Record scripted and spontaneous Telugu speech in a quiet environment so AI teams can train and evaluate speech recognition and voice models. Work is task-based and remote, with observed rates between $10 and $30/hr depending on dialect coverage and audio quality.
French Audio Recording Expert (Canada)
Record, transcribe, and annotate Canadian French and English audio samples used to train speech and multimodal AI models. Work is remote contract labor through micro1, paid hourly in the $15–25 range as observed on the platform.
Hindi Audio Recording Expert
micro1 is contracting native Hindi speakers with professional recording and editing experience to produce studio-grade audio from supplied scripts and prompts for AI speech training. You supply your own professional equipment and submit a sample recording as part of screening; observed pay for this listing is $10–30/hr.
Gameplay Data Capture Specialist
Record structured gameplay sessions — screen capture, input logs, and timestamped annotations — that become training data for AI agents learning to play and reason about games. Work is remote, task-based, and paid hourly in the $10–15 range as observed on micro1; volume depends on active data collection campaigns.
English Audio Recording Expert (AUS)
Record scripted and spontaneous English speech in an Australian accent for use as AI training and evaluation data. Work is remote, task-based, and paid per completed recording set, with observed rates in the $10–30/hour range depending on task type and audio requirements.
Autodesk Fusion 360 Specialist
micro1 is contracting parametric CAD experts to build, edit, and audit mechanical models — largely in FreeCAD — as training and evaluation data for AI systems. Fusion 360, SolidWorks, or Inventor depth is accepted; the work is remote, brief-driven, and paid hourly in an observed $40–100 range.
Gravador(a) de Vídeos em Casa (Estados Unidos)
Gravar vídeos curtos de tarefas cotidianas dentro da própria casa, seguindo roteiros de captura definidos pela micro1, para compor conjuntos de dados usados no treinamento e na avaliação de modelos multimodais. O trabalho é feito nos Estados Unidos, de forma assíncrona, com faixa de pagamento observada de US$ 10–15/hora (não garantida).
Mechanical Engineering Technician
Review and correct AI-generated answers on mechanical fabrication, machining, tolerances, and equipment maintenance, drawing on hands-on shop and field experience. Work is remote, task-based, and paid hourly at an observed $30–70/hr on micro1.
Math Expert (PhD)
Write and review graduate-level mathematics responses that serve as reference answers for AI model training, spanning pure and applied topics from undergraduate through PhD coursework. Work is remote, output-based, and paid per accepted task, with observed rates in the $80–90/hr range depending on throughput.
Graphic Designer - Editorial, Poster & Marketing Layout
micro1 is recruiting working graphic designers to annotate editorial, poster, and marketing layouts — plus short video clips — against a structured schema for an AI training dataset. The work is deconstructing finished designs into compositional layers and describing hierarchy, geometry, typography, and framing in precise industry language.
AI Facial Data Collection Contributor
Contribute recorded facial imagery and short video clips of yourself, under a signed consent and likeness agreement, to build training and evaluation sets for face-related AI systems. Work is session-based and protocol-driven: you follow precise instructions on framing, lighting, expression, angle, and occlusion, then submit takes for QA review.
German Language Expert
micro1 recruits native and near-native German speakers to write, translate, and grade model outputs for German-language AI training data. Work is project-based and remote, with observed rates between $30 and $65/hr depending on domain specialization and edit-quality scores.
Physics Expert (PhD)
micro1 contracts physics PhDs to write, review, and grade advanced physics problems and model responses for a customer's AI training program. Work is remote and output-based, with observed rates in the $80–90/hr range and a weekly minimum task submission.
AI Training Data Contributor (College Students)
micro1 recruits current college students to write, solve, and annotate training data — mostly coding problems, short technical explanations, and comparisons of model outputs. Work is remote and project-based, with observed pay in the $10–15/hr range depending on the task queue and your verified coursework.
Voice Recorder (Japanese + English)
Record scripted Japanese sentences from a stationary car or quiet office, along with specific incidental sounds like seatbelt clicks and turn-signal ticks, following exact technical and linguistic specs. Work is asynchronous and remote, paid per hour in an observed $30–65/hr band, with no prior AI experience required.
Frontend Software Engineer
micro1 recruits frontend engineers to evaluate and correct AI-generated code — reviewing model output in React, TypeScript, and modern CSS, then writing reference solutions and rationales that explain why one implementation beats another. Observed pay for this track is $40–50/hr, contract, remote and largely async.
Human Data Manager
Own the delivery of human-generated training and evaluation data for AI lab clients — scoping tasks, staffing expert annotators, and holding quality bars across a project's lifecycle. Observed pay for this role sits at $40–60/hr, structured as contract work with hours that flex with active project load.
Spanish Audio Recording Expert (Spain)
Record scripted and spontaneous Spanish speech in a European Spanish accent for use in speech recognition and text-to-speech training data. Work is remote and self-paced, with pay observed in the $10–20/hr range depending on task type and audio quality standards.
Senior Hospitalist Clinical Reviewer
Review inpatient cases for clinical quality, documentation accuracy, and appropriateness of care, then write out the reasoning behind each judgment so AI models can learn from it. micro1 is staffing this for a customer focused on inpatient quality and documentation; work is remote, contract, and observed at $70–100/hr.
Physics Expert (Condensed Matter / Quantum Information)
micro1 is contracting condensed matter and quantum information physicists to build and audit a research-level benchmark on the PXP model, Rydberg blockade, and quantum many-body scars. Work is hands-on numerics — symmetry-resolved exact diagonalization at L ≥ 26, typically in QuSpin — paired with written analytic reports on the results.
Producer (Film/TV/Digital/Live)
micro1 is hiring working producers to write evaluation tasks that put AI models through real production-management problems — budget reconciliation, schedule collapses, vendor and crew conflicts — and to grade them against rubrics of 35+ criteria. Pay is output-based per accepted task, with observed rates in the $45–85/hr range depending on how fast you work.
Technical Writer
micro1 is contracting technical writers to build expert-level evaluation tasks for an AI benchmark project, including realistic source documents and 35+ item grading rubrics. Work is remote, asynchronous, and paid per accepted task, with observed rates in the $30–60/hr range depending on output speed.
Thai Audio Recording Expert
Record and edit Thai-language speech audio to spec for AI training datasets, using your own professional-grade recording setup. micro1 lists this contract at an observed $10–30/hr, remote, with a required audio sample and an equipment check during screening.
Document Reviewer
Spot-check documents that have already been through a PII transformation pipeline, confirming that identifiers were correctly redacted or replaced and flagging anything missed. Work is remote and contract-based, with observed rates of $31–60/hr depending on background in privacy, compliance, or legal document review.
Data Annotator
Label and quality-check video and audio samples against detailed client guidelines for micro1's AI training projects. Observed pay runs $6–10/hr, with volume tied to individual client projects rather than a fixed weekly schedule.
Tamil Audio Recording Expert
Record scripted and spontaneous Tamil speech samples for training and evaluating speech recognition and text-to-speech systems. Work is remote and asynchronous, paid per approved recording batch or hourly at observed rates of $10–30/hr.
Reporters & Correspondents
micro1 recruits working reporters and correspondents to evaluate AI-generated news writing, source attribution, and factual claims against real reporting standards. Work is contract, remote, and paid hourly in an observed $40–75/hr band depending on beat, language, and assessed rubric accuracy.
Intellectual Property Counsel
Review and redline technology contracts — MSAs, NDAs, DPAs — inside evaluation workflows that train and grade frontier AI models on legal judgment. Part-time contract work through micro1, fully remote, with observed rates of $100–200/hr depending on experience and task type.
Medical Auditor
micro1 is contracting experienced outpatient professional fee coding auditors to review, correct, and annotate AI-generated coding and audit reasoning. The work is remote and asynchronous, with observed rates of $55–68/hr for experts with academic medical center audit backgrounds.
Mechanical Design / CAD Expert
micro1 is contracting mechanical designers to write, critique, and grade AI-generated engineering content — CAD modeling reasoning, drawing interpretation, GD&T callouts, tolerance stacks, and DFM judgment. Work is remote, output-based (paid per accepted task) with a weekly minimum submission requirement, and observed rates for this listing run $66–130/hr.
Korean Transcription Expert
Transcribe and quality-check Korean audio — including code-switched Korean-English speech — to spec for an AI training dataset, then annotate files with contextual metadata. Contract work through micro1, fully remote and asynchronous, with observed rates of $24–35/hr.
Data Annotator - Video Content
Label and quality-check video footage for AI training sets, tagging objects, actions, and events frame by frame against a written spec. Work is remote and task-based through micro1, with volume that varies week to week.
Chemistry Expert (PhD)
micro1 is contracting chemistry PhDs to write and review advanced chemistry prompts, solutions, and reference answers used to train and evaluate AI models. Work is remote, output-based, and paid per accepted task, with observed rates in the $80–90/hr equivalent range.
DaVinci Resolve Editor / Colorist
micro1 recruits DaVinci Resolve editors and colorists to produce, annotate, and grade AI training data for video-editing and color-workflow models. Work is remote and project-based, with observed rates spanning $15–80/hr depending on demonstrated grading depth and turnaround.
Medical Coder
Certified professional coders review de-identified medical records and assign or verify ICD-10, CPT, and E&M codes to build training and evaluation datasets for AI systems. Work is remote contract project work through micro1, billed hourly at an observed $55–68/hr.
General Counsel
micro1 is contracting experienced in-house counsel to run simulated contract negotiations and redlining exercises that train and evaluate frontier AI models on transactional work. The work is part-time, remote, and centers on tech-transaction paper — MSAs, NDAs, DPAs, APAs, SPAs — plus building the grading criteria used to score model output.
CAD Expert
Review and produce CAD work — part models, assemblies, drawings — so AI systems can be trained and tested against how a working engineer or designer actually builds geometry. micro1 screens through an AI-led interview, and this listing gives no pay band or hours, so treat both as things to confirm before you commit time.
AI trainer
micro1 recruits working software engineers to train and evaluate coding models — writing problems, grading model output, and correcting code the model got subtly wrong. Engagements are contract, remote, and hourly, with observed rates in the $100–180 range depending on language depth and interview performance.
Data-Video Generalist (US-based)
Contribute video-based training data for AI models — recording screen or camera workflows to spec, annotating clips, and writing precise descriptions of what happens on screen. micro1 lists this as a US-based, remote, hourly generalist role in the $13–15/hr range as observed on the platform.
STEM Expert
micro1 recruits credentialed STEM specialists to write, solve, and grade problems used to train and evaluate frontier language models. Work is remote, project-based, and paid hourly in an observed $50–100 range depending on field, depth, and assessment results.