evals jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-08-18, evals appears in 431 job postings indexed by Skillenai over the past 90 days — most often required for Software Engineer roles, with demand down 28% vs the prior 4 weeks.
Last updated · 90d ending 2026-08-18
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Frequently asked questions about evals
+Is evals in demand in 2026?
Yes. evals appears in 431 job postings indexed by Skillenai over the 90 days ending 2026-08-18, with demand down 28% vs the prior 4 weeks. It is most often required for Software Engineer roles (20% of Software Engineer postings list it).
+What jobs require evals?
According to the Skillenai jobs index over the 90 days ending 2026-08-18, the job titles most likely to require evals are Software Engineer (20% of postings list evals), AI Engineer (10% of postings list evals), Product Manager (10% of postings list evals).
+What skills are commonly paired with evals?
Across job postings indexed by Skillenai (90 days ending 2026-08-18), evals most often appears alongside TypeScript, Python, LLMs, observability, React.
+Where is evals most in demand?
As of 2026-08-18, the metro areas posting the most jobs requiring evals are San Francisco, New York City, London, Toronto, Berlin, according to the Skillenai jobs index.
+How can I keep up with new evals content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning evals alongside the jobs index. You can subscribe to a daily email digest of new evals content from your Skillenai account.
Weekly job postings requiring evals — last 90 days
Salary distribution
Box = 25th–75th percentile · tick = median · whisker = 10th–90th · USD, annualized
Job titles most likely to require evals
| Role | Postings mentioning | % requiring |
|---|---|---|
| Software Engineer | 84 | 19.5% |
| AI Engineer | 41 | 9.5% |
| Product Manager | 41 | 9.5% |
| Backend Engineer | 20 | 4.6% |
| Engineering Manager | 18 | 4.2% |
| Forward Deployed Engineer | 18 | 4.2% |
| Product Engineer | 13 | 3.0% |
| Applied AI Engineer | 11 | 2.6% |
| AI Product Manager | 8 | 1.9% |
| Director of Engineering | 6 | 1.4% |
Top metros hiring for evals
| Name | Postings | Share |
|---|---|---|
| San Francisco | 76 | 17.6% |
| New York City | 50 | 11.6% |
| London | 15 | 3.5% |
| Toronto | 11 | 2.6% |
| Berlin | 9 | 2.1% |
| Seattle | 8 | 1.9% |
| Amsterdam | 7 | 1.6% |
| Bengaluru | 7 | 1.6% |
| Paris | 6 | 1.4% |
Skills commonly paired with evals
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-08-18. Skills are resolved against the Skillenai canonical taxonomy, so the same entity is counted whether a posting writes 'Python', 'Python 3', or 'python'. Pages refresh weekly (or daily for the top-50 most-requested skills).
- source
- Skillenai jobs index, deduplicated daily
- entity_id
- 14191839c33c4af7
- data_as_of
- 2026-08-18
- window_days
- 90
The demand, skills, and geo numbers on this page come from the same Skillenai labor market index that powers our API. Use it for compensation benchmarking, hiring-competition analysis, and skill-adoption tracking.
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