synthetic control jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-08-30, synthetic control appears in 10 job postings indexed by Skillenai over the past 90 days — most often required for Data Scientist roles.
Last updated · 90d ending 2026-08-30
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Frequently asked questions about synthetic control
+Is synthetic control in demand in 2026?
Yes. synthetic control appears in 10 job postings indexed by Skillenai over the 90 days ending 2026-08-30. It is most often required for Data Scientist roles (90% of Data Scientist postings list it).
+What jobs require synthetic control?
According to the Skillenai jobs index over the 90 days ending 2026-08-30, the job titles most likely to require synthetic control are Data Scientist (90% of postings list synthetic control), Scientist (10% of postings list synthetic control).
+What skills are commonly paired with synthetic control?
Across job postings indexed by Skillenai (90 days ending 2026-08-30), synthetic control most often appears alongside Python, SQL, causal inference, A/B testing, experimental design.
+Where is synthetic control most in demand?
As of 2026-08-30, the metro areas posting the most jobs requiring synthetic control are New York City, San Francisco, Sunnyvale, according to the Skillenai jobs index.
+How can I keep up with new synthetic control content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning synthetic control alongside the jobs index. You can subscribe to a daily email digest of new synthetic control content from your Skillenai account.
Weekly job postings requiring synthetic control — last 90 days
Job titles most likely to require synthetic control
| Role | Postings mentioning | % requiring |
|---|---|---|
| Data Scientist | 9 | 90.0% |
| Scientist | 1 | 10.0% |
Top metros hiring for synthetic control
| Name | Postings | Share |
|---|---|---|
| New York City | 5 | 50.0% |
| San Francisco | 1 | 10.0% |
| Sunnyvale | 1 | 10.0% |
Skills commonly paired with synthetic control
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-08-30. 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
- 730818561a53fa67
- data_as_of
- 2026-08-30
- 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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