Skills › governance
Data quality jobs: demand and pay (October 2026)
2,451 open data & AI postings at 1,200 companies mention Data quality, or 18.7% of all data & AI postings we track (as of October 18, 2026).
18.7%share of data & AI postings
1,200companies hiring
$175Kmedian pay, US (n=813)
—week over week (needs more history)
Data quality pay by level
| Level (from title) | Median pay | Postings with pay (n) |
|---|---|---|
| Intern | — | 2 |
| Entry / junior | — | 7 |
| Mid (II) | — | 9 |
| Senior | $175K | 234 |
| Staff / lead | $205K | 116 |
| Principal | $201K | 28 |
| Manager | $185K | 65 |
| Director+ | $220K | 75 |
| Level not stated | $150K | 277 |
Median of the published range midpoint, US postings in USD, annualized. Shown only when n ≥ 10; “—” means fewer.
Roles that ask for Data quality
| Role | Postings | % of that role |
|---|---|---|
| Data Engineer | 852 | 47.9% |
| Data Analyst | 318 | 28.2% |
| Analytics Engineer | 230 | 62.2% |
| Data & AI leadership | 203 | 19.1% |
| Data Scientist | 202 | 13.1% |
| AI Engineer | 173 | 4.6% |
| Machine Learning Engineer | 147 | 7.4% |
| Data Governance & Quality | 141 | 63.8% |
| Data Architect | 94 | 23.7% |
| BI Developer / Analyst | 62 | 41.3% |
| AI Research Scientist | 24 | 5.5% |
| Database Engineer / DBA | 5 | 1.6% |
The weekly Data Skills Index
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How it's measured: a posting counts if its title or description matches the Data quality patterns in our taxonomy. Postings by the vendor itself are excluded. See the methodology.