Which roles ask for Schema Evolution at tech companies · 12 roles · 90 days to Oct 7, 2026
Updated
12 roles counted that list Schema Evolution, one per company, title and level; 57 postings in the window.
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In short
Schema Evolution: listed in 12 roles at tech companies whose requirements we read, in the 90 days to Oct 7, 2026. It was required in 9 and preferred in 3. The largest groups, tied, are data engineer and software engineer roles: 4 of 12 each.
- Required
- 9 of 12
- Of the roles that list Schema Evolution
- Preferred
- 3 of 12
- Of the roles that list Schema Evolution
- Largest group
- 4 of 12
- Data engineer and Software engineer
Roles that ask for Schema Evolution
Roles listing Schema Evolution, 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 | 4 | 4 of 99 |
| Software engineer | 4 | 4 of 719 |
| Machine learning engineer | 2 | 2 of 79 |
| Data architect | 1 | 1 of 11 |
| Software architect | 1 | 1 of 32 |
Companies that ask for it most
- Zscaler2 roles
- Black Duck Software, Inc.1 role
- GitLab1 role
- Harvey1 role
- Inizio Partners Corp1 role
- OneOcean1 role
- SecurityScorecard1 role
- Surfe1 role
- Vanta1 role
- WorkOS1 role
Asked alongside
Out of the 12 Schema Evolution roles whose requirements we read: the other skills they ask for. Too few to show shares, so we show counts.
| Skill | Roles asking |
|---|---|
| Python | 8 of 12 |
| SQL | 8 of 12 |
| AWS | 7 of 12 |
| CI/CD | 6 of 12 |
| AI | 5 of 12 |
| Alerting | 5 of 12 |
| Data Modeling | 5 of 12 |
| Observability | 5 of 12 |
| Cybersecurity | 4 of 12 |
| Data Warehousing | 4 of 12 |
| Skill | Roles asking |
|---|---|
| Terraform | 4 of 12 |
| Cybersecurity | 3 of 12 |
| Data Quality | 3 of 12 |
| Machine Learning | 3 of 12 |
| Trino | 3 of 12 |
| Vector Databases | 3 of 12 |
| AWS | 2 of 12 |
| Amazon Athena | 2 of 12 |
| Amazon Kinesis | 2 of 12 |
| Data Catalogs | 2 of 12 |
Experience
Of the 10 roles that state years
Each line counts roles asking for at least that many years, so the lines overlap.
- 1+ year
- 10 of 10
- 2+ years
- 10 of 10
- 3+ years
- 10 of 10
- 5+ years
- 9 of 10
- 8+ years
- 4 of 10
- 10+ years
- 1 of 10
Degree
Of the 11 roles we could read for it
- Required
- 0 of 11
- Required, or experience instead
- 1 of 11
- Preferred
- 0 of 11
- Not mentioned
- 10 of 11
Pay and remote work
Of the 12 roles we could read for it. Pay these roles state, not what the skill pays.
- Roles stating pay
- 8 of 12
- Remote roles
- 9 of 12
How we count: 12 roles from 11 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