All roles / Ways in
There is more than one way in
New to evals? Understand the work with a practical example →
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Four routes into this work, and for each one, what the live postings in that track actually ask for. The requirements are counted from employers' own descriptions on 2026-11-10. Anything this board suggests is marked as a suggestion on the page it appears on.
Route 01 · I build software
Build the systems that measure models
471 open evals & benchmarks roles on this board today.
Route 02 · I work in ML or researchMake model progress measurable
233 open post-training & rl roles on this board today.
Route 03 · I bring domain expertiseHelp define what a good answer actually is
168 open human data roles on this board today.
Route 04 · I run programmes or operationsMake human evaluation work at scale
168 open human data roles on this board today.