data systems jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-08-31, data systems appears in 17 job postings indexed by Skillenai over the past 90 days — most often required for Applied AI Software Engineer roles.
Last updated · 90d ending 2026-08-31
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Frequently asked questions about data systems
+Is data systems in demand in 2026?
Yes. data systems appears in 17 job postings indexed by Skillenai over the 90 days ending 2026-08-31. It is most often required for Applied AI Software Engineer roles (12% of Applied AI Software Engineer postings list it).
+What jobs require data systems?
According to the Skillenai jobs index over the 90 days ending 2026-08-31, the job titles most likely to require data systems are Applied AI Software Engineer (12% of postings list data systems), Data Scientist (12% of postings list data systems), Engineering Manager (12% of postings list data systems).
+What skills are commonly paired with data systems?
Across job postings indexed by Skillenai (90 days ending 2026-08-31), data systems most often appears alongside APIs, retrieval, Python, data pipelines, software engineering.
+Where is data systems most in demand?
As of 2026-08-31, the metro areas posting the most jobs requiring data systems are San Francisco, Redwood City, Budapest, Cleveland, Mumbai, according to the Skillenai jobs index.
+How can I keep up with new data systems content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning data systems alongside the jobs index. You can subscribe to a daily email digest of new data systems content from your Skillenai account.
Weekly job postings requiring data systems — last 90 days
Job titles most likely to require data systems
| Role | Postings mentioning | % requiring |
|---|---|---|
| Applied AI Software Engineer | 2 | 11.8% |
| Data Scientist | 2 | 11.8% |
| Engineering Manager | 2 | 11.8% |
| Product Manager | 2 | 11.8% |
| AI-Native Builder | 1 | 5.9% |
| App Engineer | 1 | 5.9% |
| Backend Software Engineer | 1 | 5.9% |
| Business Intelligence Analyst | 1 | 5.9% |
| Compensation Intelligence Lead | 1 | 5.9% |
| Data Engineer | 1 | 5.9% |
Top metros hiring for data systems
| Name | Postings | Share |
|---|---|---|
| San Francisco | 4 | 23.5% |
| Redwood City | 2 | 11.8% |
| Budapest | 1 | 5.9% |
| Cleveland | 1 | 5.9% |
| Mumbai | 1 | 5.9% |
| New York City | 1 | 5.9% |
| Paris | 1 | 5.9% |
| San Mateo | 1 | 5.9% |
| Singapore | 1 | 5.9% |
Skills commonly paired with data systems
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-08-31. 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
- f10ce00596ded248
- data_as_of
- 2026-08-31
- 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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