schema evolution jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-07-02, schema evolution appears in 227 job postings indexed by Skillenai over the past 90 days — most often required for Product Manager roles, with demand down 43% vs the prior 4 weeks.
Last updated · 90d ending 2026-07-02
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Frequently asked questions about schema evolution
+Is schema evolution in demand in 2026?
Yes. schema evolution appears in 227 job postings indexed by Skillenai over the 90 days ending 2026-07-02, with demand down 43% vs the prior 4 weeks. It is most often required for Product Manager roles (21% of Product Manager postings list it).
+What jobs require schema evolution?
According to the Skillenai jobs index over the 90 days ending 2026-07-02, the job titles most likely to require schema evolution are Product Manager (21% of postings list schema evolution), Software Engineer (20% of postings list schema evolution), Data Engineer (16% of postings list schema evolution).
+What skills are commonly paired with schema evolution?
Across job postings indexed by Skillenai (90 days ending 2026-07-02), schema evolution most often appears alongside observability, Python, Distributed systems, data modeling, SQL.
+Where is schema evolution most in demand?
As of 2026-07-02, the metro areas posting the most jobs requiring schema evolution are San Francisco, New York City, Bengaluru, Pune, Costa Mesa, according to the Skillenai jobs index.
+How can I keep up with new schema evolution content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning schema evolution alongside the jobs index. You can subscribe to a daily email digest of new schema evolution content from your Skillenai account.
Weekly job postings requiring schema evolution — last 90 days
Job titles most likely to require schema evolution
| Role | Postings mentioning | % requiring |
|---|---|---|
| Product Manager | 47 | 20.7% |
| Software Engineer | 46 | 20.3% |
| Data Engineer | 37 | 16.3% |
| Data Architect | 9 | 4.0% |
| Backend Engineer | 7 | 3.1% |
| Engineering Manager | 6 | 2.6% |
| Staff Data Engineer | 5 | 2.2% |
| Data Platform Engineer | 4 | 1.8% |
| Principal Data Architect | 4 | 1.8% |
| AI Data Engineer | 3 | 1.3% |
Top metros hiring for schema evolution
| Name | Postings | Share |
|---|---|---|
| San Francisco | 19 | 8.4% |
| New York City | 9 | 4.0% |
| Bengaluru | 7 | 3.1% |
| Pune | 5 | 2.2% |
| Costa Mesa | 3 | 1.3% |
| Republic | 3 | 1.3% |
| Seattle | 3 | 1.3% |
| Toronto | 3 | 1.3% |
| Boston | 2 | 0.9% |
Skills commonly paired with schema evolution
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-07-02. 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
- 7702b5b90b95af25
- data_as_of
- 2026-07-02
- 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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