Data consistency jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-05-17, Data consistency appears in 318 job postings indexed by Skillenai over the past 90 days — most often required for Software Engineer roles, with demand down 45% vs the prior 4 weeks.
Last updated · 90d ending 2026-05-17
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Frequently asked questions about Data consistency
+Is Data consistency in demand in 2026?
Yes. Data consistency appears in 318 job postings indexed by Skillenai over the 90 days ending 2026-05-17, with demand down 45% vs the prior 4 weeks. It is most often required for Software Engineer roles (18% of Software Engineer postings list it).
+What jobs require Data consistency?
According to the Skillenai jobs index over the 90 days ending 2026-05-17, the job titles most likely to require Data consistency are Software Engineer (18% of postings list Data consistency), Data Engineer (13% of postings list Data consistency), Backend Engineer (5% of postings list Data consistency).
+What skills are commonly paired with Data consistency?
Across job postings indexed by Skillenai (90 days ending 2026-05-17), Data consistency most often appears alongside SQL, Python, data quality, data modeling, Distributed systems.
+Where is Data consistency most in demand?
As of 2026-05-17, the metro areas posting the most jobs requiring Data consistency are San Francisco, New York City, London, Singapore, Bengaluru, according to the Skillenai jobs index.
+How can I keep up with new Data consistency content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning Data consistency alongside the jobs index. You can subscribe to a daily email digest of new Data consistency content from your Skillenai account.
Weekly job postings requiring Data consistency — last 90 days
Job titles most likely to require Data consistency
| Role | Postings mentioning | % requiring |
|---|---|---|
| Software Engineer | 57 | 17.9% |
| Data Engineer | 40 | 12.6% |
| Backend Engineer | 15 | 4.7% |
| Staff Software Engineer | 15 | 4.7% |
| Data Analyst | 13 | 4.1% |
| Product Manager | 11 | 3.5% |
| Engineering Manager | 6 | 1.9% |
| Data Scientist | 5 | 1.6% |
| Analytics Engineer | 4 | 1.3% |
| Business Analyst | 4 | 1.3% |
Top metros hiring for Data consistency
| Name | Postings | Share |
|---|---|---|
| San Francisco | 21 | 23.9% |
| New York City | 18 | 20.5% |
| London | 11 | 12.5% |
| Singapore | 8 | 9.1% |
| Bengaluru | 7 | 8.0% |
| Berlin | 7 | 8.0% |
| Tel Aviv | 6 | 6.8% |
| Toronto | 6 | 6.8% |
| Barcelona | 4 | 4.5% |
Skills commonly paired with Data consistency
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-05-17. 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
- fe1e2c729a43af00
- data_as_of
- 2026-05-17
- 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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