data cleaning jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-08-25, data cleaning appears in 51 job postings indexed by Skillenai over the past 90 days — most often required for Data Scientist roles.
Last updated · 90d ending 2026-08-25
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Frequently asked questions about data cleaning
+Is data cleaning in demand in 2026?
Yes. data cleaning appears in 51 job postings indexed by Skillenai over the 90 days ending 2026-08-25. It is most often required for Data Scientist roles (18% of Data Scientist postings list it).
+What jobs require data cleaning?
According to the Skillenai jobs index over the 90 days ending 2026-08-25, the job titles most likely to require data cleaning are Data Scientist (18% of postings list data cleaning), Compensation & Analytics Manager (12% of postings list data cleaning), Data Analyst (12% of postings list data cleaning).
+What skills are commonly paired with data cleaning?
Across job postings indexed by Skillenai (90 days ending 2026-08-25), data cleaning most often appears alongside Python, SQL, Data Visualization, data analysis, R.
+Where is data cleaning most in demand?
As of 2026-08-25, the metro areas posting the most jobs requiring data cleaning are Boston, New York City, Biñan, Denver, Santa Clara, according to the Skillenai jobs index.
+How can I keep up with new data cleaning content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning data cleaning alongside the jobs index. You can subscribe to a daily email digest of new data cleaning content from your Skillenai account.
Weekly job postings requiring data cleaning — last 90 days
Job titles most likely to require data cleaning
| Role | Postings mentioning | % requiring |
|---|---|---|
| Data Scientist | 9 | 17.6% |
| Compensation & Analytics Manager | 6 | 11.8% |
| Data Analyst | 6 | 11.8% |
| Machine Learning Engineer | 3 | 5.9% |
| Data Migration Specialist | 2 | 3.9% |
| Machine Learning Scientist | 2 | 3.9% |
| AI & Machine Learning Engineer | 1 | 2.0% |
| AI Data Infrastructure/Pipeline Engineer | 1 | 2.0% |
| AI/ML Engineer and Data Scientist | 1 | 2.0% |
| Analytics Engineer Intern | 1 | 2.0% |
Top metros hiring for data cleaning
| Name | Postings | Share |
|---|---|---|
| Boston | 5 | 9.8% |
| New York City | 3 | 5.9% |
| Biñan | 2 | 3.9% |
| Denver | 2 | 3.9% |
| Santa Clara | 2 | 3.9% |
| Washington | 2 | 3.9% |
| Almaty | 1 | 2.0% |
| Austin | 1 | 2.0% |
| Bayan Lepas | 1 | 2.0% |
Skills commonly paired with data cleaning
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-08-25. 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
- 5a1531fc75fb85b2
- data_as_of
- 2026-08-25
- 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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