Career Atlas

Skill

data collection

241
résumés have it
71
roles span it
0.2%
of all résumés

data collection appears in 241 U.S. résumés — 0.2% of all résumés — and spans 71 different roles. People who list it most often also carry Data Reporting, Data Cleaning, Data Manipulation.

Based on Futureful's analysis of 102,822 U.S. résumés (2026).

Commonly paired with

The skills that people who have data collection most often also carry, ranked by how strongly they co-occur. Great for planning what to learn next.

data reporting
N=15data cleaning
N=9data manipulation
N=12collection
N=14data processing
N=19data extraction
N=15outreach
N=8gis
N=11data visualization
N=19data mining
N=15data security
N=15quality control
N=19data integrity
N=15data analysis
N=64database management
N=34

Roles that use Data Collection

The roles where this skill shows up most, ranked by how many people in the role have it. Tap one to see its full skill fingerprint and career paths.

junior database administratorN=3database managerN=3analyst analystN=3

Co-occurrence is measured across 241 real résumés that list this skill. Every pairing shows N, the count of real résumés behind it. How we count

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