Which roles ask for Data Validation at tech companies · 17 roles · 90 days to Oct 7, 2026
Updated
17 roles counted that list Data Validation, one per company, title and level; 20 postings in the window.
This page opens in search once it reaches 50 roles in 90 days.
In short
Data Validation: listed in 17 roles at tech companies whose requirements we read, in the 90 days to Oct 7, 2026. It was required in 9 and preferred in 8. The largest group is data analyst roles: 4 of 17.
- Required
- 9 of 17
- Of the roles that list Data Validation
- Preferred
- 8 of 17
- Of the roles that list Data Validation
- Largest group
- 4 of 17
- Data analyst
Roles that ask for Data Validation
Roles listing Data Validation, by title family. Where the role has a page, the count is also out of that role's roles whose requirements we read.
| Role | Roles | Of the role's roles we read |
|---|---|---|
| Data analyst | 4 | 4 of 47 |
| Data engineer | 3 | 3 of 99 |
| QA engineer | 3 | 3 of 63 |
| Data scientist | 2 | 2 of 112 |
| Analytics engineer | 1 | 1 of 28 |
| Forward deployed engineer | 1 | 1 of 63 |
| Machine learning engineer | 1 | 1 of 79 |
| Research scientist | 1 | 1 of 39 |
| Security engineer | 1 | 1 of 126 |
Companies that ask for it most
- Airbnb1 role
- Bausch Health US, LLC1 role
- Energy Point Consulting, LLC1 role
- Globus Family of Brands1 role
- InPost1 role
- Instacart1 role
- Integrity3601 role
- Lifelancer1 role
- SS&C Technologies1 role
- gaiia1 role
Asked alongside
Out of the 17 Data Validation roles whose requirements we read: the other skills they ask for. Too few to show shares, so we show counts.
| Skill | Roles asking |
|---|---|
| SQL | 10 of 17 |
| Python | 9 of 17 |
| Statistics | 5 of 17 |
| Data Pipelines | 4 of 17 |
| Data Quality | 4 of 17 |
| ETL | 4 of 17 |
| Business Intelligence | 3 of 17 |
| Data Modeling | 3 of 17 |
| Data Transformation | 3 of 17 |
| Data Visualization | 3 of 17 |
| Skill | Roles asking |
|---|---|
| Data Visualization | 4 of 17 |
| Data Extraction | 3 of 17 |
| Data Modeling | 3 of 17 |
| Python | 3 of 17 |
| Data Infrastructure | 2 of 17 |
| Data Quality | 2 of 17 |
| Data Transformation | 2 of 17 |
| Elasticsearch | 2 of 17 |
| Machine Learning | 2 of 17 |
| Monitoring | 2 of 17 |
Experience
Of the 9 roles that state years
Each line counts roles asking for at least that many years, so the lines overlap.
- 1+ year
- 9 of 9
- 2+ years
- 7 of 9
- 3+ years
- 7 of 9
- 5+ years
- 5 of 9
- 8+ years
- 4 of 9
- 10+ years
- 3 of 9
Degree
Of the 11 roles we could read for it
- Required
- 0 of 11
- Required, or experience instead
- 4 of 11
- Preferred
- 0 of 11
- Not mentioned
- 7 of 11
Pay and remote work
Of the 17 roles we could read for it. Pay these roles state, not what the skill pays.
- Roles stating pay
- 9 of 17
- Remote roles
- 13 of 17
How we count: 17 roles in the 90 days to Oct 7, 2026, each role counted once however many boards post it. Skills are counted out of the roles whose requirements we read. Roles are not filtered by country. Methodology