What the work involves

You receive or select a real clinical or epidemiological figure and turn it into an assessment item that a frontier model should be able to solve only by reading the chart correctly. That means writing a question with a single defensible answer — a median survival estimate read off a step function, a pooled effect compared against a subgroup in a forest plot, an AUC comparison, an interpolated event rate at a specific time point — and then writing the worked solution: which axis, which legend entry, which confidence interval, what arithmetic, what inference. Explanations are expected to read like a methods appendix, not a hint. Reviewers push back on items that are ambiguous, answerable from the caption alone, or that dress up a subjective clinical opinion as a quantitative question.

What the platform screens for

micro1 runs an AI-led interview before any task work. The screen is less about your CV and more about whether you can talk fluently about chart mechanics under follow-up: censoring marks and number-at-risk tables, log scales and null lines on forest plots, why a hazard ratio is not a risk ratio, what a p-value in a subgroup row does and does not license. Expect to be asked to reason aloud about a specific figure and to defend an answer when the interviewer proposes a plausible alternative reading. Spoken and written English clarity is graded directly — the deliverable is prose explanation, so vagueness is disqualifying.

Logistics

  • Fully remote contractor engagement, invoiced hourly against approved tasks.
  • Asynchronous; no fixed shifts, though customer projects often ask for a stated weekly commitment (commonly 10–20 hours) and reasonable turnaround on review feedback.
  • Volume is project-dependent and can pause when a customer batch closes — treat this as supplemental rather than replacement income.
  • Observed band is $25–50/hr; placement within it typically tracks credential level, throughput, and how often your items survive review without rework.