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What data analyst roles require at tech companies · 49 roles · 90 days to Oct 7, 2026

Updated

49 data analyst roles counted in the window, one per company, title and level; 78 data postings open now, all titles and levels.

In short

SQL is required most often, in 32 of 47 data analyst roles at tech companies whose requirements we read in the 90 days to Oct 7, 2026, then Data Visualization (20) and Statistics (14). Among roles that state years, 23 of 28 ask for at least 3 years. We counted 49 roles from 44 employers.

SQL
32 of 47
Required most often, of the roles we could read
5+ years
13 of 28
Of roles stating years
Remote roles
36 of 49
Of the roles we could read for it

What the postings ask for

Out of the 47 roles whose requirements we could read, of 49 in all. Too few to show shares, so we show counts.

Required
SkillRoles asking
SQL
32 of 47
Data Visualization
20 of 47
Statistics
14 of 47
Tableau
13 of 47
Business Intelligence
11 of 47
Excel
11 of 47
Python
11 of 47
Power BI
10 of 47
Data Modeling
8 of 47
R
8 of 47
Preferred
SkillRoles asking
Python
7 of 47
Machine Learning
6 of 47
dbt
6 of 47
Data Visualization
4 of 47
SQL
4 of 47
Data Modeling
3 of 47
Data Quality
3 of 47
Data Validation
3 of 47
Git
3 of 47
Looker
3 of 47

Experience

Of the 28 roles that state years

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

1+ year
28 of 28
2+ years
27 of 28
3+ years
23 of 28
5+ years
13 of 28
8+ years
4 of 28
10+ years
2 of 28

Degree

Of the 33 roles we could read for it

Required
9 of 33
Required, or experience instead
5 of 33
Preferred
2 of 33
Not mentioned
17 of 33

Pay and remote work

Of the 49 roles we could read for it

Roles stating pay
16 of 49
Remote roles
36 of 49

Questions about data analyst roles

Companies with the most data analyst roles

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How we count: 49 roles from 44 employers in the 90 days to Oct 7, 2026, each role counted once however many boards post it. Methodology