experimentation jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-09-03, experimentation appears in 3,200 job postings indexed by Skillenai over the past 90 days — most often required for Product Manager roles, with demand up 31% vs the prior 4 weeks.
Last updated · 90d ending 2026-09-03
Which roles want experimentation?
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Frequently asked questions about experimentation
+Is experimentation in demand in 2026?
Yes. experimentation appears in 3,200 job postings indexed by Skillenai over the 90 days ending 2026-09-03, with demand up 31% vs the prior 4 weeks. It is most often required for Product Manager roles (31% of Product Manager postings list it).
+What jobs require experimentation?
According to the Skillenai jobs index over the 90 days ending 2026-09-03, the job titles most likely to require experimentation are Product Manager (31% of postings list experimentation), Data Scientist (11% of postings list experimentation), Software Engineer (5% of postings list experimentation).
+What skills are commonly paired with experimentation?
Across job postings indexed by Skillenai (90 days ending 2026-09-03), experimentation most often appears alongside A/B testing, Python, SQL, machine learning, Product Management.
+Where is experimentation most in demand?
As of 2026-09-03, 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
Salary distribution
Box = 25th–75th percentile · tick = median · whisker = 10th–90th · USD, annualized
Job titles most likely to require experimentation
| Role | Postings mentioning | % requiring |
|---|---|---|
| Product Manager | 993 | 31.0% |
| Data Scientist | 362 | 11.3% |
| Software Engineer | 165 | 5.2% |
| Product Designer | 164 | 5.1% |
| Machine Learning Engineer | 129 | 4.0% |
| Engineering Manager | 93 | 2.9% |
| Data Analyst | 60 | 1.9% |
| AI Engineer | 50 | 1.6% |
| Data Science Manager | 43 | 1.3% |
| Product Owner | 35 | 1.1% |
Top metros hiring for experimentation
| Name | Postings | Share |
|---|---|---|
| San Francisco | 282 | 8.8% |
| New York City | 203 | 6.3% |
| London | 163 | 5.1% |
| Toronto | 92 | 2.9% |
| Seattle | 64 | 2.0% |
| Berlin | 49 | 1.5% |
| San Jose | 46 | 1.4% |
| Singapore | 42 | 1.3% |
| Austin | 37 | 1.2% |
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 2026-09-03. 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
- 2026-09-03
- 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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