Skills in Demand

What U.S. employers are asking for right now, measured from job descriptions. Updated November 7, 2026.

Software Engineering

Python, Java, Kubernetes, AWS

17,437 open U.S. roles tracked

Machine Learning Engineering

Python, Machine learning, LLMs, AWS

1,737 open U.S. roles tracked

AI Infrastructure

Python, Roadmapping, Kubernetes, LLMs

904 open U.S. roles tracked

Data Science & Analytics

SQL, Python, Statistics, Tableau

1,576 open U.S. roles tracked

Product Management

Roadmapping, Project management, Agile, Excel

6,689 open U.S. roles tracked

Design

Prototyping, CAD, Design systems, Python

2,575 open U.S. roles tracked

Security

Python, Incident response, AWS, CISSP

2,797 open U.S. roles tracked

Hardware & Silicon

Python, ASIC, Verilog, PCB design

4,344 open U.S. roles tracked

Data Center & Facilities

HVAC and cooling, Excel, Electrical systems, Project management

4,911 open U.S. roles tracked

Manufacturing & Supply Chain

Supply chain, Excel, Root cause analysis, Project management

21,670 open U.S. roles tracked

Sales & Business Development

CRM systems, Excel, Project management, PowerPoint

12,931 open U.S. roles tracked

Marketing

Project management, Excel, CRM systems, PowerPoint

2,475 open U.S. roles tracked

Customer Success & Support

Excel, Project management, SQL, PowerPoint

2,195 open U.S. roles tracked

Finance, HR & Legal

Excel, PowerPoint, Project management, CPA

6,776 open U.S. roles tracked

Clinical & Regulatory

Clinical trials, Excel, Regulatory compliance, Project management

1,621 open U.S. roles tracked