Most In-Demand Skills by Career
The top 10 skills for each role, ranked by how often they appear in real job postings. No guesswork — just what employers actually ask for.
46 career pathsRanked by job posting frequencyUpdated weekly
Tech & Software
Frontend Developer
Top 10 skills →
Backend Developer
Top 10 skills →
Full Stack Developer
Top 10 skills →
Data Scientist
Top 10 skills →
DevOps Engineer
Top 10 skills →
Cybersecurity Analyst
Top 10 skills →
Machine Learning Engineer
Top 10 skills →
Mobile Developer
Top 10 skills →
Cloud Architect
Top 10 skills →
AI Engineer
Top 10 skills →
Machine Learning / MLOps Lead
Top 10 skills →
AI Solutions Architect
Top 10 skills →
AI Agent Architect
Top 10 skills →
AI Researcher
Top 10 skills →
AI Security & Red Teaming Specialist
Top 10 skills →
Network Engineer
Top 10 skills →
Salesforce Developer
Top 10 skills →
Data Engineer
Top 10 skills →
Sales Engineer
Top 10 skills →
Security Engineer
Top 10 skills →
Software Engineer
Top 10 skills →
Engineering Manager
Top 10 skills →
Forward Deployed Engineer
Top 10 skills →
Site Reliability Engineer
Top 10 skills →
Technical Program Manager
Top 10 skills →
Support Engineer
Top 10 skills →
QA Engineer
Top 10 skills →
AI Trainer
Top 10 skills →
Business & Finance
Product Manager
Top 10 skills →
Financial Analyst
Top 10 skills →
Marketing Manager
Top 10 skills →
Business Analyst
Top 10 skills →
Data Analyst
Top 10 skills →
AI Data Governance Manager
Top 10 skills →
AI Product Manager
Top 10 skills →
AI Enablement & Literacy Lead
Top 10 skills →
Project Manager
Top 10 skills →
Account Executive
Top 10 skills →
Sales Development Representative
Top 10 skills →
Customer Success Manager
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Product Marketing Manager
Top 10 skills →
Account Manager
Top 10 skills →
Recruiter
Top 10 skills →
Creative & Design
Skill frequencies are derived from analysis of live job postings collected via our proprietary data pipeline. Pages update weekly as new postings are ingested.