Big data analytics jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-08-26, Big data analytics appears in 15 job postings indexed by Skillenai over the past 90 days — most often required for Solutions Architect roles.
Last updated · 90d ending 2026-08-26
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Frequently asked questions about Big data analytics
+Is Big data analytics in demand in 2026?
Yes. Big data analytics appears in 15 job postings indexed by Skillenai over the 90 days ending 2026-08-26. It is most often required for Solutions Architect roles (27% of Solutions Architect postings list it).
+What jobs require Big data analytics?
According to the Skillenai jobs index over the 90 days ending 2026-08-26, the job titles most likely to require Big data analytics are Solutions Architect (27% of postings list Big data analytics), Backend Engineer (20% of postings list Big data analytics), Software Engineer (13% of postings list Big data analytics).
+What skills are commonly paired with Big data analytics?
Across job postings indexed by Skillenai (90 days ending 2026-08-26), Big data analytics most often appears alongside Python, Java, Spark, concurrency, Agile.
+Where is Big data analytics most in demand?
As of 2026-08-26, the metro areas posting the most jobs requiring Big data analytics are Annapolis, Madrid, New York City, Chicago, China, according to the Skillenai jobs index.
+How can I keep up with new Big data analytics content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning Big data analytics alongside the jobs index. You can subscribe to a daily email digest of new Big data analytics content from your Skillenai account.
Weekly job postings requiring Big data analytics — last 90 days
Job titles most likely to require Big data analytics
| Role | Postings mentioning | % requiring |
|---|---|---|
| Solutions Architect | 4 | 26.7% |
| Backend Engineer | 3 | 20.0% |
| Software Engineer | 2 | 13.3% |
| Systems Engineer | 2 | 13.3% |
| AI Engineering Director | 1 | 6.7% |
| Learning Consultant | 1 | 6.7% |
| Research Engineer | 1 | 6.7% |
| Software Systems Engineer | 1 | 6.7% |
Top metros hiring for Big data analytics
| Name | Postings | Share |
|---|---|---|
| Annapolis | 2 | 13.3% |
| Madrid | 2 | 13.3% |
| New York City | 2 | 13.3% |
| Chicago | 1 | 6.7% |
| China | 1 | 6.7% |
| Fort-de-France | 1 | 6.7% |
| London | 1 | 6.7% |
Skills commonly paired with Big data analytics
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-08-26. 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
- c621d12c2414a594
- data_as_of
- 2026-08-26
- 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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