Skill

Which roles ask for Data Transformation at tech companies · 33 roles · 90 days to Oct 7, 2026

Updated Oct 7, 2026

33 roles counted that list Data Transformation, one per company, title and level; 38 postings in the window.

This page opens in search once it reaches 50 roles in 90 days.

In short

Data Transformation: listed in 33 roles at tech companies whose requirements we read, in the 90 days to Oct 7, 2026. It was required in 23 and preferred in 10. The largest group is data engineer roles: 14 of 33.

Required: 23 of 33; Of the roles that list Data Transformation
Preferred: 10 of 33; Of the roles that list Data Transformation
Largest group: 14 of 33; Data engineer

Roles that ask for Data Transformation

Roles listing Data Transformation, 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	14	14 of 99
Data scientist	7	7 of 112
Software engineer	5	5 of 719
Data analyst	2	2 of 47
Forward deployed engineer	2	2 of 63
AI engineer	1	1 of 70
Analytics engineer	1	1 of 28
Security engineer	1	1 of 126

Companies that ask for it most

Notion3 roles
Anthropic1 role
CYBERA1 role
Glean1 role
Highmark Health1 role
Peraton1 role
Privia Health1 role
Providence1 role
Scale AI1 role
UPSTART1 role

Asked alongside

Out of the 33 Data Transformation roles whose requirements we read: the other skills they ask for. Too few to show shares, so we show counts.

Required
Skill	Roles asking
Python	23 of 33
SQL	23 of 33
Data Modeling	16 of 33
Data Warehousing	9 of 33
ETL	9 of 33
AWS	8 of 33
CI/CD	8 of 33
Data Visualization	8 of 33
Git	7 of 33
AI	6 of 33

Preferred
Skill	Roles asking
Data Pipelines	6 of 33
Databricks	5 of 33
Airflow	4 of 33
Data Governance	4 of 33
Data Quality	4 of 33
Data Visualization	4 of 33
Identity and Access Management	4 of 33
LLMs	4 of 33
Machine Learning	4 of 33
AWS	3 of 33

Experience

Of the 19 roles that state years

Each line counts roles asking for at least that many years, so the lines overlap.

1+ year: 19 of 19
2+ years: 18 of 19
3+ years: 17 of 19
5+ years: 13 of 19
8+ years: 2 of 19
10+ years: 0 of 19

Degree

Of the 23 roles we could read for it

Required: 3 of 23
Required, or experience instead: 6 of 23
Preferred: 1 of 23
Not mentioned: 13 of 23

Pay and remote work

Of the 33 roles we could read for it. Pay these roles state, not what the skill pays.

Roles stating pay: 15 of 33
Remote roles: 24 of 33

How we count: 33 roles from 31 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