Which roles ask for Data Quality at tech companies · 79 roles · 90 days to Oct 7, 2026
Updated
79 roles counted that list Data Quality, one per company, title and level; 213 postings in the window.
In short
Data Quality: listed in 79 roles at tech companies whose requirements we read, in the 90 days to Oct 7, 2026. It was required in 51 and preferred in 28. The largest group is data engineer roles: 34 of 79 (43%).
- Required
- 51 of 79 (65%)
- Of the roles that list Data Quality
- Preferred
- 28 of 79 (35%)
- Of the roles that list Data Quality
- Largest group
- 34 of 79 (43%)
- Data engineer
Roles that ask for Data Quality
Roles listing Data Quality, 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 engineer | 34 | 34 of 99 (34%) |
| Software engineer | 12 | 12 of 719 (2%) |
| Data scientist | 8 | 8 of 112 (7%) |
| Data analyst | 6 | 6 of 47 |
| Machine learning engineer | 6 | 6 of 79 (8%) |
| Analytics engineer | 4 | 4 of 28 |
| Data architect | 3 | 3 of 11 |
| Research scientist | 3 | 3 of 39 |
| AI engineer | 1 | 1 of 70 (1%) |
| QA engineer | 1 | 1 of 63 (2%) |
Companies that ask for it most
- CoreWeave4 roles
- ElevenLabs4 roles
- Spotify3 roles
- Airbnb2 roles
- Be | Shaping the Future2 roles
- Cursor2 roles
- General Dynamics Information Technology2 roles
- Scale AI2 roles
- Sinch2 roles
- Soda Data2 roles
Asked alongside
Out of the 79 Data Quality roles whose requirements we read: the other skills they ask for. At most 10 per list, those asked for most.
| Skill | Roles asking |
|---|---|
| SQL | 51 of 79 (65%) |
| Python | 50 of 79 (63%) |
| Data Modeling | 31 of 79 (39%) |
| Data Warehousing | 27 of 79 (34%) |
| Data Pipelines | 20 of 79 (25%) |
| Spark | 19 of 79 (24%) |
| Snowflake | 17 of 79 (22%) |
| AWS | 16 of 79 (20%) |
| Git | 16 of 79 (20%) |
| ETL | 15 of 79 (19%) |
| Skill | Roles asking |
|---|---|
| Machine Learning | 14 of 79 (18%) |
| Data Visualization | 10 of 79 (13%) |
| LLMs | 10 of 79 (13%) |
| AWS | 9 of 79 (11%) |
| Business Intelligence | 9 of 79 (11%) |
| GCP | 9 of 79 (11%) |
| Data Warehousing | 8 of 79 (10%) |
| AI | 7 of 79 (9%) |
| Data Integration | 7 of 79 (9%) |
| Data Pipelines | 7 of 79 (9%) |
Experience
Of the 41 roles that state years
Each line counts roles asking for at least that many years, so the lines overlap.
- 1+ year
- 41 of 41
- 2+ years
- 40 of 41
- 3+ years
- 37 of 41
- 5+ years
- 27 of 41
- 8+ years
- 7 of 41
- 10+ years
- 4 of 41
Degree
Of the 56 roles we could read for it
- Required
- 9 of 56 (16%)
- Required, or experience instead
- 7 of 56 (13%)
- Preferred
- 3 of 56 (5%)
- Not mentioned
- 37 of 56 (66%)
Pay and remote work
Of the 79 roles we could read for it. Pay these roles state, not what the skill pays.
- Roles stating pay
- 27 of 79 (34%)
- Remote roles
- 53 of 79 (67%)
How we count: 79 roles from 62 employers 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