data extraction jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-07-03, data extraction appears in 674 job postings indexed by Skillenai over the past 90 days — most often required for Data Entry Clerk roles, with demand down 57% vs the prior 4 weeks.
Last updated · 90d ending 2026-07-03
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Frequently asked questions about data extraction
+Is data extraction in demand in 2026?
Yes. data extraction appears in 674 job postings indexed by Skillenai over the 90 days ending 2026-07-03, with demand down 57% vs the prior 4 weeks. It is most often required for Data Entry Clerk roles (10% of Data Entry Clerk postings list it).
+What jobs require data extraction?
According to the Skillenai jobs index over the 90 days ending 2026-07-03, the job titles most likely to require data extraction are Data Entry Clerk (10% of postings list data extraction), Data Analyst (9% of postings list data extraction), Software Engineer (8% of postings list data extraction).
+What skills are commonly paired with data extraction?
Across job postings indexed by Skillenai (90 days ending 2026-07-03), data extraction most often appears alongside SQL, Python, data validation, data transformation, data processing.
+Where is data extraction most in demand?
As of 2026-07-03, the metro areas posting the most jobs requiring data extraction are New York City, London, Bengaluru, San Francisco, Boston, according to the Skillenai jobs index.
+How can I keep up with new data extraction content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning data extraction alongside the jobs index. You can subscribe to a daily email digest of new data extraction content from your Skillenai account.
Weekly job postings requiring data extraction — last 90 days
Salary distribution
Box = 25th–75th percentile · tick = median · whisker = 10th–90th · USD, annualized
Job titles most likely to require data extraction
| Role | Postings mentioning | % requiring |
|---|---|---|
| Data Entry Clerk | 66 | 9.8% |
| Data Analyst | 59 | 8.8% |
| Software Engineer | 54 | 8.0% |
| Data Scientist | 50 | 7.4% |
| Data Engineer | 37 | 5.5% |
| Business Analyst | 19 | 2.8% |
| Product Manager | 16 | 2.4% |
| Machine Learning Engineer | 13 | 1.9% |
| IT Subject Matter Expert | 10 | 1.5% |
| Analytics Engineer | 9 | 1.3% |
Top metros hiring for data extraction
| Name | Postings | Share |
|---|---|---|
| New York City | 23 | 3.4% |
| London | 20 | 3.0% |
| Bengaluru | 17 | 2.5% |
| San Francisco | 13 | 1.9% |
| Boston | 10 | 1.5% |
| Toronto | 10 | 1.5% |
| Hyderabad | 9 | 1.3% |
| Mountain View | 9 | 1.3% |
| Gurugram | 8 | 1.2% |
Skills commonly paired with data extraction
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-07-03. 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
- 92235f77c0f465ab
- data_as_of
- 2026-07-03
- 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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