The 16 most requested skills

Share of 2,401 open agentic AI roles naming each skill · as of 26 October 2026
SkillRolesShare
Python1,18449%
Cloud79333%
MCP64927%
RAG58024%
Kubernetes46920%
TypeScript44018%
LangChain37916%
Multi-agent37115%
LangGraph33714%
Vector DB28912%
Prompt engineering28512%
Tool use26411%
Fine-tuning24810%
Evals2269%
CrewAI1165%
LLM APIs1135%

Agent frameworks and protocols named

Open agentic AI roles naming each framework or protocol · as of 26 October 2026
Framework or protocolRolesShare
MCP64927%
LangChain37916%
LangGraph33714%
CrewAI1165%

Top skills by type of role

The five most requested skills in each role category with at least 25 open roles · as of 26 October 2026
Role categoryRolesTop skills (share of that category)
Agent engineering2,321Python (49%), Cloud (33%), MCP (28%), RAG (24%), Kubernetes (20%)
AI product25Evals (20%), MCP (16%), Multi-agent (12%), Tool use (12%), Python (8%)

Counted from open roles that pass the index's agentic gate, using the skills extracted from each full job description; one role can name several skills. Methodology on the data and methodology page; the dataset is free to download as JSON or CSV under CC BY 4.0.