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Staff Software Engineer (AI Evals) Contract | $100–$200/hour | 20-40 hrs/week | Start ASAP We’re looking for highly experienced software engineer to help evaluate the quality of interactions with modern coding agents such as OpenAI Codex and Claude Code.
This is not a traditional engineering role.
You won’t be writing production code.
You’ll be evaluating something harder: whether the model thinks like a great engineer.
What This Role Actually Is
You will assess how AI coding agents behave in real-world scenarios — focusing on:
Whether the response makes sense
Whether the preamble and reasoning are useful
Whether the output reflects strong engineering judgment
Whether the interaction feels right to an experienced developer
This role is about engineering taste — not syntax correctness.
Useful Correct (at a high level) Aligned with how a strong engineer would think Assess the quality of explanations and reasoning , not just code Distinguish between different levels of response quality (e.g. what makes something a 2 vs 4 )
Provide clear, opinionated feedback on:
What worked
What didn’t
What felt “off” or misleading
Help define what great looks like when interacting with tools like Cursor
What We Mean by “Taste”
We’re specifically looking for engineers who can answer questions like:
Does this feel like something a strong engineer would actually say?
Is this explanation helpful, or just technically correct?
Is the model guiding the user well, or just dumping output?
Would this interaction build or erode trust?
You should be comfortable making subjective but rigorous judgments .
