data flows jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-09-20, data flows appears in 468 job postings indexed by Skillenai over the past 90 days — most often required for Product Manager roles, with demand up 6% vs the prior 4 weeks.
Last updated · 90d ending 2026-09-20
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Frequently asked questions about data flows
+Is data flows in demand in 2026?
Yes. data flows appears in 468 job postings indexed by Skillenai over the 90 days ending 2026-09-20, with demand up 6% vs the prior 4 weeks. It is most often required for Product Manager roles (20% of Product Manager postings list it).
+What jobs require data flows?
According to the Skillenai jobs index over the 90 days ending 2026-09-20, the job titles most likely to require data flows are Product Manager (20% of postings list data flows), Business Analyst (7% of postings list data flows), Software Engineer (6% of postings list data flows).
+What skills are commonly paired with data flows?
Across job postings indexed by Skillenai (90 days ending 2026-09-20), data flows most often appears alongside APIs, SQL, Integrations, Agile, User stories.
+Where is data flows most in demand?
As of 2026-09-20, the metro areas posting the most jobs requiring data flows are San Francisco, New York City, London, Seattle, Pune, 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
Salary distribution
Box = 25th–75th percentile · tick = median · whisker = 10th–90th · USD, annualized
Job titles most likely to require data flows
| Role | Postings mentioning | % requiring |
|---|---|---|
| Product Manager | 93 | 19.9% |
| Business Analyst | 31 | 6.6% |
| Software Engineer | 27 | 5.8% |
| Technical Product Manager | 27 | 5.8% |
| Technical Program Manager | 19 | 4.1% |
| Solution Architect | 16 | 3.4% |
| Product Owner | 14 | 3.0% |
| Technical Business Analyst | 10 | 2.1% |
| Data Architect | 9 | 1.9% |
| Solutions Architect | 8 | 1.7% |
Top metros hiring for data flows
| Name | Postings | Share |
|---|---|---|
| San Francisco | 28 | 6.0% |
| New York City | 22 | 4.7% |
| London | 12 | 2.6% |
| Seattle | 10 | 2.1% |
| Pune | 9 | 1.9% |
| Bengaluru | 7 | 1.5% |
| Chicago | 7 | 1.5% |
| Toronto | 7 | 1.5% |
| Berlin | 4 | 0.9% |
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 2026-09-20. 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
- 2026-09-20
- 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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