What the work involves

This is domain-consulting work aimed at a specific customer project on atomic and optical physics, not general-purpose data labeling. Expect to read model-generated derivations and explanations, judge whether the physics is actually correct, and write up why it isn't when it fails. Typical tasks include walking through ab initio configuration interaction treatments of static and dynamic polarizability, checking atomic-structure calculations for ytterbium isotopes (Yb-171 with its hyperfine structure, Yb-174 without), distinguishing sigma from pi transitions and explaining the selection rules and geometry behind the distinction, and flagging the subtle errors — wrong sign conventions, dropped core-valence correlation, misapplied Wigner-Eckart factors — that a model will produce confidently and incorrectly.

Much of the value you add is in the reasoning trace, not the final answer. Reviewers who simply mark items right or wrong tend not to be renewed; the useful contribution is a clear account of where the argument broke and what the correct physical chain of reasoning looks like.

What the platform screens for

micro1's intake is an adaptive spoken AI interview: one question at a time, follow-ups generated from what you just said. It is built to detect surface familiarity. If you claim CI-based polarizability work, expect probing on basis-set choices, truncation, and how you validated against measured lifetimes or magic wavelengths. Practical notes:

  • Prepare two or three concrete projects you can describe in detail and are legally free to discuss — no NDA-covered or unpublished proprietary material.
  • Speak in specifics: codes used, isotopes, transitions, discrepancy magnitudes, what you did about them.
  • No AI or ML background is required or assessed.

Logistics

Fully remote, contractor engagement, largely asynchronous once onboarded. Volume is project-driven rather than a fixed schedule — contributors commonly report 5–20 hours per week with some variability as the customer project ramps. The $80–160/hr range reflects rates observed for this listing; actual offers depend on credential depth, assessed interview performance, and the specific workstream you're routed to, and nothing here is guaranteed.