The Index · Data quality
Data quality
'Data quality' / 'validation' — catching bad data before it reaches a decision. tashan measures 13 capabilities for this work and ranks them by tashan score — a transparent composite of upkeep, freshness and real adoption. How we measure ›
| # | Capability | tashan | Evidence | Health |
|---|---|---|---|---|
| 1 | Database | 78 | 5k ★ | active |
| 2 | Dev Tools & CI | 68 | 90 ★ | active |
| 3 | Dev Tools & CI | 67 | 37 ★ | active |
| 4 | Data & Analytics | 63 | 25 ★ | active |
| 5 | Atlan server Data & Analytics | 61 | 32 ★ | active |
| 6 | Security | 57 | 13 ★ | active |
| 7 | Productivity | 57 | 56 ★ | active |
| 8 | Dev Tools & CI | 56 | 9 ★ | active |
| 9 | Data & Analytics | 54 | 6 ★ | active |
| · | Senior Data Engineer skill Dev Tools & CI | not scored yet | 23k ★ | active |
| · | Data Quality Auditor skill Dev Tools & CI | not scored yet | 23k ★ | active |
| · | Analytics Tracking skill Productivity | not scored yet | 23k ★ | active |
| · | Dadata Ru Automation skill Productivity | not scored yet | 70k ★ | active |
Who does this work
O*NET records this as a core process step for 21 occupations, including Billing and Posting Clerks, Bookkeeping, Accounting, and Auditing Clerks, Court, Municipal, and License Clerks, Data Entry Keyers, Editors, Film and Video Editors, Gambling Cage Workers, Hotel, Motel, and Resort Desk Clerks, Insurance Claims and Policy Processing Clerks, Interpreters and Translators and others.
Recorded there as: "Verify accuracy of data" / "Verify accuracy of financial or transactional data". We publish it under the name practitioners use.
Other work
Occupational data from the O*NET 30.3 Database by the U.S. Department of Labor, Employment and Training Administration, used under CC BY 4.0. tashan consolidated its process steps into the terms practitioners use; O*NET does not endorse this site.