benchmarks jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-08-25, benchmarks appears in 202 job postings indexed by Skillenai over the past 90 days — most often required for Research Engineer roles, with demand flat vs the prior 4 weeks.
Last updated · 90d ending 2026-08-25
Which roles want benchmarks?
Upload your resume and Skillenai will show which roles your benchmarks experience fits, which skills you already cover, and what is missing.
Want to actually learn benchmarks?
Browse mentors on the Skillenai Learning Marketplace who list benchmarks — learn it from someone who uses it, or trade a skill you already have.
Frequently asked questions about benchmarks
+Is benchmarks in demand in 2026?
Yes. benchmarks appears in 202 job postings indexed by Skillenai over the 90 days ending 2026-08-25, with demand flat vs the prior 4 weeks. It is most often required for Research Engineer roles (16% of Research Engineer postings list it).
+What jobs require benchmarks?
According to the Skillenai jobs index over the 90 days ending 2026-08-25, the job titles most likely to require benchmarks are Research Engineer (16% of postings list benchmarks), Product Manager (5% of postings list benchmarks), Software Engineer (4% of postings list benchmarks).
+What skills are commonly paired with benchmarks?
Across job postings indexed by Skillenai (90 days ending 2026-08-25), benchmarks most often appears alongside Python, Reinforcement learning, machine learning, evaluation frameworks, LLMs.
+Where is benchmarks most in demand?
As of 2026-08-25, the metro areas posting the most jobs requiring benchmarks are San Francisco, New York City, London, Seattle, Puteaux, according to the Skillenai jobs index.
+How can I keep up with new benchmarks content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning benchmarks alongside the jobs index. You can subscribe to a daily email digest of new benchmarks content from your Skillenai account.
Weekly job postings requiring benchmarks — last 90 days
Salary distribution
Box = 25th–75th percentile · tick = median · whisker = 10th–90th · USD, annualized
Job titles most likely to require benchmarks
| Role | Postings mentioning | % requiring |
|---|---|---|
| Research Engineer | 32 | 15.8% |
| Product Manager | 11 | 5.4% |
| Software Engineer | 9 | 4.5% |
| Applied AI Engineer | 8 | 4.0% |
| Machine Learning Engineer | 7 | 3.5% |
| AI Safety Red Team Specialist | 6 | 3.0% |
| Data Scientist | 6 | 3.0% |
| AI Engineer | 5 | 2.5% |
| Customer Solution Architect | 5 | 2.5% |
| Systems Engineer | 5 | 2.5% |
Top metros hiring for benchmarks
| Name | Postings | Share |
|---|---|---|
| San Francisco | 36 | 17.8% |
| New York City | 18 | 8.9% |
| London | 14 | 6.9% |
| Seattle | 8 | 4.0% |
| Puteaux | 7 | 3.5% |
| Santa Clara | 4 | 2.0% |
| Amsterdam | 3 | 1.5% |
| Boston | 3 | 1.5% |
| Sunnyvale | 3 | 1.5% |
Skills commonly paired with benchmarks
Get a daily email digest of new benchmarks content
Skillenai indexes news articles, blog posts, and research papers that mention benchmarks. 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 2026-08-25. 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
- e97e25fffb0d7cba
- data_as_of
- 2026-08-25
- 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 →