evaluation harnesses jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-08-29, evaluation harnesses appears in 22 job postings indexed by Skillenai over the past 90 days — most often required for Software Engineer roles.
Last updated · 90d ending 2026-08-29
Which roles want evaluation harnesses?
Upload your resume and Skillenai will show which roles your evaluation harnesses experience fits, which skills you already cover, and what is missing.
Want to actually learn evaluation harnesses?
Browse mentors on the Skillenai Learning Marketplace who list evaluation harnesses — learn it from someone who uses it, or trade a skill you already have.
Frequently asked questions about evaluation harnesses
+Is evaluation harnesses in demand in 2026?
Yes. evaluation harnesses appears in 22 job postings indexed by Skillenai over the 90 days ending 2026-08-29. It is most often required for Software Engineer roles (23% of Software Engineer postings list it).
+What jobs require evaluation harnesses?
According to the Skillenai jobs index over the 90 days ending 2026-08-29, the job titles most likely to require evaluation harnesses are Software Engineer (23% of postings list evaluation harnesses), Product Manager (9% of postings list evaluation harnesses), AI Agentic Trading Expert (4% of postings list evaluation harnesses).
+What skills are commonly paired with evaluation harnesses?
Across job postings indexed by Skillenai (90 days ending 2026-08-29), evaluation harnesses most often appears alongside Python, observability, CI/CD, typescript, A/B testing.
+Where is evaluation harnesses most in demand?
As of 2026-08-29, the metro areas posting the most jobs requiring evaluation harnesses are Washington, Boston, London, New York City, Bochum, according to the Skillenai jobs index.
+How can I keep up with new evaluation harnesses content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning evaluation harnesses alongside the jobs index. You can subscribe to a daily email digest of new evaluation harnesses content from your Skillenai account.
Weekly job postings requiring evaluation harnesses — last 90 days
Job titles most likely to require evaluation harnesses
| Role | Postings mentioning | % requiring |
|---|---|---|
| Software Engineer | 5 | 22.7% |
| Product Manager | 2 | 9.1% |
| AI Agentic Trading Expert | 1 | 4.5% |
| AI Engineer | 1 | 4.5% |
| AI Governance Leader | 1 | 4.5% |
| AI Infrastructure Engineer | 1 | 4.5% |
| AI Research Engineer | 1 | 4.5% |
| AI Technical Product Manager | 1 | 4.5% |
| Agentic Software Engineer | 1 | 4.5% |
| Applied AI Engineer | 1 | 4.5% |
Top metros hiring for evaluation harnesses
| Name | Postings | Share |
|---|---|---|
| Washington | 3 | 13.6% |
| Boston | 2 | 9.1% |
| London | 2 | 9.1% |
| New York City | 2 | 9.1% |
| Bochum | 1 | 4.5% |
| Hyderabad | 1 | 4.5% |
| Mount Vernon | 1 | 4.5% |
| San Francisco | 1 | 4.5% |
| San Jose | 1 | 4.5% |
Skills commonly paired with evaluation harnesses
Get a daily email digest of new evaluation harnesses content
Skillenai indexes news articles, blog posts, and research papers that mention evaluation harnesses. Click below and we'll open a pre-filled daily digest — change the cadence to hourly or weekly if you prefer, then save. Free account required (~30 seconds).
Explore related pages
How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-08-29. 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
- 8d869fc290cd8dfe
- data_as_of
- 2026-08-29
- 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.
Skillenai for recruiters →