unstructured data jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-05-23, unstructured data appears in 146 job postings indexed by Skillenai over the past 90 days — most often required for Data Scientist roles, with demand down 44% vs the prior 4 weeks.
Last updated · 90d ending 2026-05-23
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Frequently asked questions about unstructured data
+Is unstructured data in demand in 2026?
Yes. unstructured data appears in 146 job postings indexed by Skillenai over the 90 days ending 2026-05-23, with demand down 44% vs the prior 4 weeks. It is most often required for Data Scientist roles (14% of Data Scientist postings list it).
+What jobs require unstructured data?
According to the Skillenai jobs index over the 90 days ending 2026-05-23, the job titles most likely to require unstructured data are Data Scientist (14% of postings list unstructured data), Software Engineer (12% of postings list unstructured data), Data Engineer (8% of postings list unstructured data).
+What skills are commonly paired with unstructured data?
Across job postings indexed by Skillenai (90 days ending 2026-05-23), unstructured data most often appears alongside structured data, Python, machine learning, SQL, data pipelines.
+Where is unstructured data most in demand?
As of 2026-05-23, the metro areas posting the most jobs requiring unstructured data are New York City, Satakha, London, San Francisco, Bengaluru, according to the Skillenai jobs index.
+How can I keep up with new unstructured data content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning unstructured data alongside the jobs index. You can subscribe to a daily email digest of new unstructured data content from your Skillenai account.
Weekly job postings requiring unstructured data — last 90 days
Job titles most likely to require unstructured data
| Role | Postings mentioning | % requiring |
|---|---|---|
| Data Scientist | 20 | 13.7% |
| Software Engineer | 17 | 11.6% |
| Data Engineer | 12 | 8.2% |
| Data Architect | 5 | 3.4% |
| Forward Deployed Engineer | 5 | 3.4% |
| Machine Learning Engineer | 5 | 3.4% |
| Analytics Lead | 4 | 2.7% |
| Product Manager | 4 | 2.7% |
| AI Engineer | 3 | 2.1% |
| AI Outcomes Manager | 3 | 2.1% |
Top metros hiring for unstructured data
| Name | Postings | Share |
|---|---|---|
| New York City | 14 | 23.3% |
| Satakha | 14 | 23.3% |
| London | 8 | 13.3% |
| San Francisco | 7 | 11.7% |
| Bengaluru | 5 | 8.3% |
| Toronto | 4 | 6.7% |
| Hyderabad | 3 | 5.0% |
| Washington | 3 | 5.0% |
| Port of Spain | 2 | 3.3% |
Skills commonly paired with unstructured data
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-05-23. 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
- 46c2d10c35577d2f
- data_as_of
- 2026-05-23
- 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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