data schemas jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-09-15, data schemas appears in 178 job postings indexed by Skillenai over the past 90 days — most often required for Product Manager roles, with demand up 21% vs the prior 4 weeks.
Last updated · 90d ending 2026-09-15
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Frequently asked questions about data schemas
+Is data schemas in demand in 2026?
Yes. data schemas appears in 178 job postings indexed by Skillenai over the 90 days ending 2026-09-15, with demand up 21% vs the prior 4 weeks. It is most often required for Product Manager roles (21% of Product Manager postings list it).
+What jobs require data schemas?
According to the Skillenai jobs index over the 90 days ending 2026-09-15, the job titles most likely to require data schemas are Product Manager (21% of postings list data schemas), Data Engineer (16% of postings list data schemas), Software Engineer (12% of postings list data schemas).
+What skills are commonly paired with data schemas?
Across job postings indexed by Skillenai (90 days ending 2026-09-15), data schemas most often appears alongside SQL, Python, data pipelines, data modeling, data governance.
+Where is data schemas most in demand?
As of 2026-09-15, the metro areas posting the most jobs requiring data schemas are New York City, San Francisco, Bangkok, Dublin, Arlington, according to the Skillenai jobs index.
+How can I keep up with new data schemas content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning data schemas alongside the jobs index. You can subscribe to a daily email digest of new data schemas content from your Skillenai account.
Weekly job postings requiring data schemas — last 90 days
Job titles most likely to require data schemas
| Role | Postings mentioning | % requiring |
|---|---|---|
| Product Manager | 37 | 20.8% |
| Data Engineer | 28 | 15.7% |
| Software Engineer | 22 | 12.4% |
| Data Scientist | 7 | 3.9% |
| Business Analyst | 6 | 3.4% |
| Data Product Manager | 4 | 2.2% |
| Machine Learning Engineer | 4 | 2.2% |
| Data Architect | 3 | 1.7% |
| Marketing Analytics Director | 3 | 1.7% |
| Product Analyst | 3 | 1.7% |
Top metros hiring for data schemas
| Name | Postings | Share |
|---|---|---|
| New York City | 10 | 5.6% |
| San Francisco | 8 | 4.5% |
| Bangkok | 5 | 2.8% |
| Dublin | 5 | 2.8% |
| Arlington | 4 | 2.2% |
| Berlin | 4 | 2.2% |
| London | 3 | 1.7% |
| Mountain View | 3 | 1.7% |
| Pune | 3 | 1.7% |
Skills commonly paired with data schemas
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-09-15. 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
- df5608f4268ede0b
- data_as_of
- 2026-09-15
- 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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