AI Agent Frameworks
LangGraph dominates US market. CrewAI growing fast.
88% of US postings
Production Infrastructure
AWS Bedrock, Docker, Kubernetes, scaling
82% of US postings
RAG / Vector Databases
Pinecone, Weaviate, pgvector, embeddings
75% of US postings
Agent Security
Growing fast post-NemoClaw. Now a hard requirement at FAANG.
70% of US postings
Top hiring: San Francisco, New York, Seattle, Austin. Avg salary: $150K-$350K.
Python + AI Frameworks
Python is #1. LangChain/LangGraph most requested.
90% of APAC postings
Cloud Platforms
AWS in India, GCP in Singapore/Japan, Azure growing
80% of APAC postings
Agentic AI Development
India leads world at 48.6% org focus on agentic AI
68% of APAC postings
AI Governance / Compliance
Singapore regulatory focus. India DPDP Act compliance.
55% of APAC postings
Top hiring: Bangalore, Singapore, Tokyo, Sydney. India: 57% AI job growth YoY. Singapore: 40.8% agentic AI focus.
AI Agent Development
LangGraph + CrewAI. Parloa, DeepL, Aleph Alpha hiring.
82% of EU postings
AI Governance / EU AI Act
Compliance is mandatory. Highest demand globally.
76% of EU postings
Privacy / GDPR for AI
PII handling in prompts, data minimization, consent
72% of EU postings
MLOps / AgenticOps
Production deployment, monitoring, cost control
65% of EU postings
Top hiring: London, Berlin, Munich, Amsterdam, Dublin. Avg salary: EUR 80K-160K. EU AI Act compliance is the #1 differentiator.
Full-Stack Agent Development
End-to-end: design, build, deploy, monitor agents
90% of remote postings
MCP / Tool Ecosystem
Building and distributing MCP servers. Highest demand for remote.
84% of remote postings
Async Communication
Written docs, RFC-style proposals, self-directed work
78% of remote postings
Evals / Quality Engineering
Building eval pipelines, golden sets, regression testing
70% of remote postings
Top companies: Anthropic, OpenAI, Sierra, Vercel, Hugging Face. Avg salary: $150K-$350K. MCP skills are the #1 differentiator for remote roles.