Technology skill
Data Analysis jobs
Turning raw numbers into decisions: cleaning data, finding patterns, and reporting what they mean. One of the most cross-cutting skills we track, required far beyond dedicated analyst roles. Below: the 8 occupations it unlocks on this board, live counts included, and the skills that show up beside it in real postings.
What Data Analysis unlocks
Occupations whose postings name this skill, from the adjacency data the instrument runs on. Counts are live board inventory, refreshed nightly.
| Occupation | Live roles | More |
|---|---|---|
| Data Engineer | 600 | salary |
| Data Scientist | 458 | salary |
| Data Analyst | 429 | salary |
| Growth Marketer | 154 | salary |
| Product Analyst | 72 | salary |
| BI Developer | 69 | salary |
| Market Researcher | 69 | salary |
| Data Architect | 65 | salary |
Named beside it
Co-occurrence measured over 28,628 postings: how often each skill appears in the same posting as Data Analysis.
- Google Analyticstogether in 74
- dbttogether in 105
- Pandas/NumPytogether in 53
- Lookertogether in 112
- Sparktogether in 721
- Airflowtogether in 142
Quick answers
What is Data Analysis?
Turning raw numbers into decisions: cleaning data, finding patterns, and reporting what they mean. One of the most cross-cutting skills we track, required far beyond dedicated analyst roles. On this board it is a technology skill, extracted from posting text by the nightly scrape. Every skill, defined: the glossary.
How many jobs ask for Data Analysis?
Data Analysis unlocks 8 occupations on this board, with 1,916 live roles across them right now. The largest is Data Engineer (600 open).
What skills pair with Data Analysis?
Measured over 28,628 postings, the skills most often named beside Data Analysis are Google Analytics (together in 74), dbt (together in 105), Pandas/NumPy (together in 53).
Skills are extracted from posting text by the nightly scrape and mapped to occupations through the same lexicon the career instrument uses. A skill page exists only while enough live roles are reachable through it; counts are inventory, never padding.