experimentation jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-05-17, experimentation appears in 3,487 job postings indexed by Skillenai over the past 90 days — most often required for Product Manager roles, with demand down 40% vs the prior 4 weeks.
Last updated · 90d ending 2026-05-17
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Frequently asked questions about experimentation
+Is experimentation in demand in 2026?
Yes. experimentation appears in 3,487 job postings indexed by Skillenai over the 90 days ending 2026-05-17, with demand down 40% vs the prior 4 weeks. It is most often required for Product Manager roles (20% of Product Manager postings list it).
+What jobs require experimentation?
According to the Skillenai jobs index over the 90 days ending 2026-05-17, the job titles most likely to require experimentation are Product Manager (20% of postings list experimentation), Data Scientist (11% of postings list experimentation), Software Engineer (6% of postings list experimentation).
+What skills are commonly paired with experimentation?
Across job postings indexed by Skillenai (90 days ending 2026-05-17), experimentation most often appears alongside A/B testing, Python, SQL, machine learning, Data analysis.
+Where is experimentation most in demand?
As of 2026-05-17, the metro areas posting the most jobs requiring experimentation are San Francisco, New York City, London, Toronto, Seattle, according to the Skillenai jobs index.
+How can I keep up with new experimentation content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning experimentation alongside the jobs index. You can subscribe to a daily email digest of new experimentation content from your Skillenai account.
Weekly job postings requiring experimentation — last 90 days
Job titles most likely to require experimentation
| Role | Postings mentioning | % requiring |
|---|---|---|
| Product Manager | 681 | 19.5% |
| Data Scientist | 372 | 10.7% |
| Software Engineer | 213 | 6.1% |
| Product Designer | 168 | 4.8% |
| Engineering Manager | 101 | 2.9% |
| Machine Learning Engineer | 91 | 2.6% |
| Data Science Manager | 65 | 1.9% |
| Principal Product Manager | 58 | 1.7% |
| Data Analyst | 56 | 1.6% |
| Senior Product Manager | 41 | 1.2% |
Top metros hiring for experimentation
| Name | Postings | Share |
|---|---|---|
| San Francisco | 411 | 32.3% |
| New York City | 328 | 25.8% |
| London | 188 | 14.8% |
| Toronto | 83 | 6.5% |
| Seattle | 71 | 5.6% |
| Bengaluru | 63 | 5.0% |
| Bangkok | 43 | 3.4% |
| Berlin | 43 | 3.4% |
| Barcelona | 42 | 3.3% |
Skills commonly paired with experimentation
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-05-17. 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
- 7c648c3713ae6141
- data_as_of
- 2026-05-17
- 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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