Career Atlas

Skill

big data

142
résumés have it
40
roles span it
0.1%
of all résumés

big data appears in 142 U.S. résumés — 0.1% of all résumés — and spans 40 different roles. People who list it most often also carry Machine Learning, Data Science, Data Visualization.

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

Commonly paired with

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

machine learning
N=41data science
N=10data visualization
N=15sas
N=11hadoop
N=40matlab
N=12data mining
N=10business intelligence
N=16statistics
N=9spark
N=18scala
N=11data management
N=15devops
N=13hive
N=13tableau
N=17

Roles that use Big Data

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.

system analystN=3

Co-occurrence is measured across 142 real résumés that list this skill. Every pairing shows N, the count of real résumés behind it. How we count

Looking for work?

Stop applying into the void. Let the jobs come to you.

Tell us what you're after and we'll reach out as roles that fit come up. Free, takes 15 seconds. US job seekers 18+.

Get matched to jobs
Get matched to jobs