data quality checks jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-09-15, data quality checks appears in 432 job postings indexed by Skillenai over the past 90 days — most often required for Data Engineer roles, with demand down 35% vs the prior 4 weeks.
Last updated · 90d ending 2026-09-15
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Frequently asked questions about data quality checks
+Is data quality checks in demand in 2026?
Yes. data quality checks appears in 432 job postings indexed by Skillenai over the 90 days ending 2026-09-15, with demand down 35% vs the prior 4 weeks. It is most often required for Data Engineer roles (29% of Data Engineer postings list it).
+What jobs require data quality checks?
According to the Skillenai jobs index over the 90 days ending 2026-09-15, the job titles most likely to require data quality checks are Data Engineer (29% of postings list data quality checks), Data Analyst (11% of postings list data quality checks), Analytics Engineer (8% of postings list data quality checks).
+What skills are commonly paired with data quality checks?
Across job postings indexed by Skillenai (90 days ending 2026-09-15), data quality checks most often appears alongside SQL, Python, data modeling, data validation, ETL.
+Where is data quality checks most in demand?
As of 2026-09-15, the metro areas posting the most jobs requiring data quality checks are London, San Francisco, New York City, Bengaluru, Hyderabad, according to the Skillenai jobs index.
+How can I keep up with new data quality checks content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning data quality checks alongside the jobs index. You can subscribe to a daily email digest of new data quality checks content from your Skillenai account.
Weekly job postings requiring data quality checks — last 90 days
Salary distribution
Box = 25th–75th percentile · tick = median · whisker = 10th–90th · USD, annualized
Job titles most likely to require data quality checks
| Role | Postings mentioning | % requiring |
|---|---|---|
| Data Engineer | 126 | 29.2% |
| Data Analyst | 48 | 11.1% |
| Analytics Engineer | 34 | 7.9% |
| Data Scientist | 15 | 3.5% |
| Software Engineer | 14 | 3.2% |
| Business Analyst | 7 | 1.6% |
| Machine Learning Engineer | 5 | 1.2% |
| Biostatistician | 3 | 0.7% |
| Business Intelligence Engineer | 3 | 0.7% |
| Data Platform Engineer | 3 | 0.7% |
Top metros hiring for data quality checks
| Name | Postings | Share |
|---|---|---|
| London | 16 | 3.7% |
| San Francisco | 14 | 3.2% |
| New York City | 12 | 2.8% |
| Bengaluru | 11 | 2.5% |
| Hyderabad | 8 | 1.9% |
| Barcelona | 7 | 1.6% |
| Austin | 5 | 1.2% |
| Chicago | 5 | 1.2% |
| Madrid | 5 | 1.2% |
Skills commonly paired with data quality checks
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-09-15. 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
- 08008b89dbb10a47
- data_as_of
- 2026-09-15
- 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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