data flows jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-05-17, data flows appears in 326 job postings indexed by Skillenai over the past 90 days — most often required for Product Manager roles, with demand down 46% vs the prior 4 weeks.
Last updated · 90d ending 2026-05-17
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Frequently asked questions about data flows
+Is data flows in demand in 2026?
Yes. data flows appears in 326 job postings indexed by Skillenai over the 90 days ending 2026-05-17, with demand down 46% vs the prior 4 weeks. It is most often required for Product Manager roles (14% of Product Manager postings list it).
+What jobs require data flows?
According to the Skillenai jobs index over the 90 days ending 2026-05-17, the job titles most likely to require data flows are Product Manager (14% of postings list data flows), Software Engineer (10% of postings list data flows), Solution Architect (3% of postings list data flows).
+What skills are commonly paired with data flows?
Across job postings indexed by Skillenai (90 days ending 2026-05-17), data flows most often appears alongside APIs, Python, SQL, testing, TypeScript.
+Where is data flows most in demand?
As of 2026-05-17, the metro areas posting the most jobs requiring data flows are San Francisco, New York City, London, Berlin, Chicago, according to the Skillenai jobs index.
+How can I keep up with new data flows content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning data flows alongside the jobs index. You can subscribe to a daily email digest of new data flows content from your Skillenai account.
Weekly job postings requiring data flows — last 90 days
Job titles most likely to require data flows
| Role | Postings mentioning | % requiring |
|---|---|---|
| Product Manager | 47 | 14.4% |
| Software Engineer | 34 | 10.4% |
| Solution Architect | 10 | 3.1% |
| Solutions Architect | 10 | 3.1% |
| Engineering Manager | 7 | 2.1% |
| GTM Engineer | 7 | 2.1% |
| Business Analyst | 6 | 1.8% |
| Staff Software Engineer | 6 | 1.8% |
| Product Owner | 5 | 1.5% |
| Technical Program Manager | 5 | 1.5% |
Top metros hiring for data flows
| Name | Postings | Share |
|---|---|---|
| San Francisco | 29 | 29.0% |
| New York City | 26 | 26.0% |
| London | 18 | 18.0% |
| Berlin | 6 | 6.0% |
| Chicago | 6 | 6.0% |
| Toronto | 5 | 5.0% |
| Boston | 4 | 4.0% |
| Amsterdam | 3 | 3.0% |
| Arlington | 3 | 3.0% |
Skills commonly paired with data flows
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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
- 0e59bb83da34ba37
- 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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