The work

This remote contractor role supports the training and evaluation of AI systems used in advanced analytic workflows. Day to day, you may map pipeline scenarios to an established taxonomy, write cases involving automated triage and enrichment, grade model outputs, document edge cases, and recommend improvements to evaluation methods.

What micro1 screens for

The screening is likely to focus on concrete examples of scaled analysis, pipeline integration, evaluation design, and automation failure modes. Experience integrating LLMs, including government GPT variants, is preferred but not required. Teaching, mentoring, technical leadership, benchmark design, and familiarity with defense, intelligence, or government analytics are also preferred. Strong written English is preferred, particularly for concise technical documentation and defensible grading rationales. No prior AI experience is required.

Working approach

The listing describes a remote contractor engagement in a distributed, international project environment. It calls for both written and verbal feedback, independent work, and the ability to operate with minimal clearance constraints. The listing does not specify whether all work is asynchronous, a weekly hour range, contract duration, or meeting cadence, so candidates should confirm those details during screening.

Pay band: $60–100/hr