data collection jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-05-17, data collection appears in 903 job postings indexed by Skillenai over the past 90 days — most often required for Software Engineer roles, with demand down 49% vs the prior 4 weeks.
Last updated · 90d ending 2026-05-17
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Frequently asked questions about data collection
+Is data collection in demand in 2026?
Yes. data collection appears in 903 job postings indexed by Skillenai over the 90 days ending 2026-05-17, with demand down 49% vs the prior 4 weeks. It is most often required for Software Engineer roles (10% of Software Engineer postings list it).
+What jobs require data collection?
According to the Skillenai jobs index over the 90 days ending 2026-05-17, the job titles most likely to require data collection are Software Engineer (10% of postings list data collection), AI Data Specialist (7% of postings list data collection), Data Scientist (5% of postings list data collection).
+What skills are commonly paired with data collection?
Across job postings indexed by Skillenai (90 days ending 2026-05-17), data collection most often appears alongside Python, machine learning, Data analysis, SQL, data annotation.
+Where is data collection most in demand?
As of 2026-05-17, the metro areas posting the most jobs requiring data collection are San Francisco, New York City, London, Austin, Palo Alto, according to the Skillenai jobs index.
+How can I keep up with new data collection content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning data collection alongside the jobs index. You can subscribe to a daily email digest of new data collection content from your Skillenai account.
Weekly job postings requiring data collection — last 90 days
Job titles most likely to require data collection
| Role | Postings mentioning | % requiring |
|---|---|---|
| Software Engineer | 89 | 9.9% |
| AI Data Specialist | 66 | 7.3% |
| Data Scientist | 48 | 5.3% |
| Data Analyst | 31 | 3.4% |
| Machine Learning Engineer | 31 | 3.4% |
| AI Content Evaluator | 30 | 3.3% |
| Data Collector | 21 | 2.3% |
| Data Engineer | 21 | 2.3% |
| Product Manager | 21 | 2.3% |
| Data Collection Contributor | 18 | 2.0% |
Top metros hiring for data collection
| Name | Postings | Share |
|---|---|---|
| San Francisco | 69 | 32.4% |
| New York City | 46 | 21.6% |
| London | 23 | 10.8% |
| Austin | 16 | 7.5% |
| Palo Alto | 15 | 7.0% |
| Mountain View | 13 | 6.1% |
| Singapore | 13 | 6.1% |
| Paris | 9 | 4.2% |
| Sunnyvale | 9 | 4.2% |
Skills commonly paired with data collection
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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
- eeecad1090a00a76
- 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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