synthetic data generation jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-07-04, synthetic data generation appears in 223 job postings indexed by Skillenai over the past 90 days — most often required for Data Scientist roles, with demand down 12% vs the prior 4 weeks.
Last updated · 90d ending 2026-07-04
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Frequently asked questions about synthetic data generation
+Is synthetic data generation in demand in 2026?
Yes. synthetic data generation appears in 223 job postings indexed by Skillenai over the 90 days ending 2026-07-04, with demand down 12% vs the prior 4 weeks. It is most often required for Data Scientist roles (14% of Data Scientist postings list it).
+What jobs require synthetic data generation?
According to the Skillenai jobs index over the 90 days ending 2026-07-04, the job titles most likely to require synthetic data generation are Data Scientist (14% of postings list synthetic data generation), Machine Learning Engineer (11% of postings list synthetic data generation), ML Engineer (8% of postings list synthetic data generation).
+What skills are commonly paired with synthetic data generation?
Across job postings indexed by Skillenai (90 days ending 2026-07-04), synthetic data generation most often appears alongside Python, machine learning, data pipelines, PyTorch, SQL.
+Where is synthetic data generation most in demand?
As of 2026-07-04, the metro areas posting the most jobs requiring synthetic data generation are San Francisco, Dubai, San Jose, London, New York City, according to the Skillenai jobs index.
+How can I keep up with new synthetic data generation content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning synthetic data generation alongside the jobs index. You can subscribe to a daily email digest of new synthetic data generation content from your Skillenai account.
Weekly job postings requiring synthetic data generation — last 90 days
Job titles most likely to require synthetic data generation
| Role | Postings mentioning | % requiring |
|---|---|---|
| Data Scientist | 31 | 13.9% |
| Machine Learning Engineer | 25 | 11.2% |
| ML Engineer | 18 | 8.1% |
| Software Engineer | 17 | 7.6% |
| Research Scientist | 15 | 6.7% |
| Research Engineer | 9 | 4.0% |
| Synthetic Data Engineer | 8 | 3.6% |
| Applied Scientist | 7 | 3.1% |
| AI Engineer | 6 | 2.7% |
| Product Manager | 5 | 2.2% |
Top metros hiring for synthetic data generation
| Name | Postings | Share |
|---|---|---|
| San Francisco | 35 | 15.7% |
| Dubai | 21 | 9.4% |
| San Jose | 8 | 3.6% |
| London | 7 | 3.1% |
| New York City | 6 | 2.7% |
| Ann Arbor | 5 | 2.2% |
| Bengaluru | 5 | 2.2% |
| Sunnyvale | 5 | 2.2% |
| Beijing | 3 | 1.3% |
Skills commonly paired with synthetic data generation
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-07-04. 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
- 6dcd45def9e5f970
- data_as_of
- 2026-07-04
- 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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