experimentation jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-09-28, experimentation appears in 3,417 job postings indexed by Skillenai over the past 90 days — Product Manager has the most postings mentioning experimentation, with demand down 41% vs the prior 4 weeks.
Last updated · 90d ending 2026-09-28
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Frequently asked questions about experimentation
+Is experimentation in demand in 2026?
Yes. experimentation appears in 3,417 job postings indexed by Skillenai over the 90 days ending 2026-09-28, with demand down 41% vs the prior 4 weeks. Product Manager accounts for the most postings mentioning experimentation (31.4% of all postings mentioning experimentation).
+What jobs require experimentation?
According to the Skillenai jobs index over the 90 days ending 2026-09-28, among roles with at least 20 postings, the highest shares mentioning experimentation are Product Data Scientist (27.0% of that role’s postings mention experimentation), Growth Product Manager (23.7% of that role’s postings mention experimentation), Marketing Analytics Lead (22.7% of that role’s postings mention experimentation).
+What skills are commonly paired with experimentation?
Across job postings indexed by Skillenai (90 days ending 2026-09-28), experimentation most often appears alongside Python, A/B testing, SQL, machine learning, Product Management.
+Where is experimentation most in demand?
As of 2026-09-28, 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
Roles most likely to require experimentation
Among roles with at least 20 postings in the same period.
| Role | Postings mentioning skill | % of role postings mentioning skill |
|---|---|---|
| Product Data Scientist | 17 | 27.0% |
| Growth Product Manager | 14 | 23.7% |
| Marketing Analytics Lead | 5 | 22.7% |
| Data Science Manager | 51 | 22.4% |
| Applied Data Scientist | 8 | 18.6% |
| Marketing Analytics Director | 5 | 18.5% |
| Principal Data Scientist | 7 | 17.9% |
| Lead Product Manager | 12 | 17.9% |
| Machine Learning Manager | 4 | 17.4% |
| Product Analytics Manager | 5 | 17.2% |
Roles with the most experimentation postings
| Role | Postings mentioning skill | Share of skill postings |
|---|---|---|
| Product Manager | 1,072 | 31.4% |
| Data Scientist | 373 | 10.9% |
| Software Engineer | 159 | 4.7% |
| Product Designer | 156 | 4.6% |
| Machine Learning Engineer | 127 | 3.7% |
| AI Engineer | 111 | 3.2% |
| Engineering Manager | 103 | 3.0% |
| Data Analyst | 53 | 1.6% |
| Data Science Manager | 51 | 1.5% |
| Product Owner | 37 | 1.1% |
Top metros hiring for experimentation
| Name | Postings | Share |
|---|---|---|
| San Francisco | 256 | 7.5% |
| New York City | 206 | 6.0% |
| London | 181 | 5.3% |
| Toronto | 96 | 2.8% |
| Seattle | 66 | 1.9% |
| Boston | 49 | 1.4% |
| Singapore | 48 | 1.4% |
| Austin | 42 | 1.2% |
| Berlin | 41 | 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 2026-09-28. Skills are resolved against the Skillenai canonical taxonomy, so the same entity is counted whether a posting writes 'Python', 'Python 3', or 'python'. Role prevalence divides postings mentioning experimentation by all postings for each role in the same window, ranking roles with at least 20 postings. Role distribution divides each role’s experimentation postings by all experimentation postings, including postings without a role. Shares need not sum to 100% for the displayed roles. Pages refresh weekly (or daily for the top-50 most-requested skills).
- source
- Skillenai jobs index, deduplicated daily
- entity_id
- 7c648c3713ae6141
- data_as_of
- 2026-09-28
- 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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