Skill

python

Name: Python prevalence & co-occurrence data
Creator: Futureful

13,444

résumés have it

798

roles span it

13.8%

of all résumés

python appears in 13,444 U.S. résumés — 13.8% of all résumés — and spans 798 different roles. People who list it most often also carry Pyunit, Scipy, Matplotlib.

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

Commonly paired with

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

N=752 shell scripting

Roles that use Python

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.

cybersecurity engineerN=103 penetration testerN=100 qa engineerN=100 backend developerN=100 machine learning engineerN=100 ai engineerN=100 mlops engineerN=100 deep learning engineerN=100 computer vision engineerN=100 nlp engineerN=100 automation engineerN=100 technical architectN=100

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