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Skill

Which roles ask for Data Extraction at tech companies · 11 roles · 90 days to Oct 7, 2026

Updated

11 roles counted that list Data Extraction, one per company, title and level; 14 postings in the window.

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

In short

Data Extraction: listed in 11 roles at tech companies whose requirements we read, in the 90 days to Oct 7, 2026. It was required in 7 and preferred in 4. The largest groups, tied, are data analyst and data scientist roles: 3 of 11 each.

Required
7 of 11
Of the roles that list Data Extraction
Preferred
4 of 11
Of the roles that list Data Extraction
Largest group
3 of 11
Data analyst and Data scientist

Roles that ask for Data Extraction

Roles listing Data Extraction, by title family. Where the role has a page, the count is also out of that role's roles whose requirements we read.

RoleRolesOf the role's roles we read
Data analyst33 of 47
Data scientist33 of 112
Data engineer22 of 99
Analytics engineer11 of 28
Forward deployed engineer11 of 63
Research scientist11 of 39

Companies that ask for it most

Asked alongside

Out of the 11 Data Extraction roles whose requirements we read: the other skills they ask for. Too few to show shares, so we show counts.

Required
SkillRoles asking
SQL
7 of 11
Python
6 of 11
R
5 of 11
Statistics
5 of 11
Data Visualization
4 of 11
Data Pipelines
3 of 11
Data Transformation
3 of 11
Machine Learning
3 of 11
A/B Testing
2 of 11
AWS
2 of 11
Preferred
SkillRoles asking
Data Validation
4 of 11
Data Quality
3 of 11
Machine Learning
3 of 11
Predictive Modeling
3 of 11
Python
3 of 11
SQL
3 of 11
Airflow
2 of 11
Data Modeling
2 of 11
Data Transformation
2 of 11
Data Visualization
2 of 11

Experience

Of the 5 roles that state years

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

1+ year
5 of 5
2+ years
4 of 5
3+ years
4 of 5
5+ years
2 of 5
8+ years
2 of 5
10+ years
1 of 5

Degree

Of the 8 roles we could read for it

Required
3 of 8
Required, or experience instead
3 of 8
Preferred
0 of 8
Not mentioned
2 of 8

Pay and remote work

Of the 11 roles we could read for it. Pay these roles state, not what the skill pays.

Roles stating pay
4 of 11
Remote roles
7 of 11

How we count: 11 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