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What European AI employers are asking for

Every skill named across 550 live AI roles in Europe, with the number of companies asking for it. Pick one to see who is hiring, what they pay, which roles it appears in and what it is usually paired with.

LLM tooling

AI agents 235 · 62 co LLMs 187 · 58 co OpenAI 93 · 22 co RAG 62 · 22 co Claude 52 · 29 co Prompt engineering 48 · 19 co Model evaluation 47 · 28 co LangChain 46 · 14 co Embeddings 28 · 16 co LlamaIndex 23 · 6 co MCP 20 · 14 co n8n 18 · 5 co LangGraph 16 · 11 co Gemini 15 · 10 co Hugging Face 15 · 5 co Vector databases 15 · 9 co

AI & ML

MLOps 67 · 27 co PyTorch 67 · 22 co Multimodal 45 · 18 co Deep Learning 43 · 18 co Fine-tuning 31 · 15 co scikit-learn 30 · 11 co Computer Vision 22 · 8 co NLP 18 · 13 co TensorFlow 16 · 9 co Reinforcement Learning 10 · 10 co Speech & voice AI 10 · 6 co

Language

Python 248 · 57 co SQL 103 · 42 co JavaScript 65 · 27 co TypeScript 49 · 23 co C++ 44 · 15 co Java 26 · 16 co Rust 12 · 9 co Go 10 · 10 co

Data

Spark 46 · 15 co ETL 36 · 23 co Excel 23 · 11 co Databricks 22 · 5 co pandas / NumPy 22 · 9 co Kafka 21 · 16 co Airflow 19 · 12 co dbt 14 · 8 co Postgres 11 · 9 co

Infrastructure

AWS 98 · 40 co Observability 95 · 41 co CI/CD 86 · 35 co Kubernetes 85 · 37 co GCP 84 · 35 co Azure 83 · 31 co GPU / CUDA 78 · 17 co Distributed systems 51 · 29 co Reliability & SRE 47 · 30 co Docker 46 · 23 co Terraform 45 · 22 co REST APIs 37 · 20 co Linux 32 · 13 co React 29 · 15 co Microservices 18 · 9 co GraphQL 8 · 4 co

Design

Prototyping 83 · 31 co

Commercial

Account management 119 · 36 co Product marketing 112 · 32 co Enterprise sales 44 · 23 co Prospecting 42 · 17 co Pipeline management 39 · 20 co Negotiation 31 · 16 co Partnerships 27 · 14 co Demand generation 11 · 7 co

Practice

Forward deployed 29 · 13 co Solution architecture 27 · 12 co Experimentation 19 · 11 co CRM 17 · 14 co AI safety 13 · 4 co Product management 13 · 12 co Process improvement 12 · 8 co AI governance 10 · 9 co KPIs & OKRs 10 · 5 co Data privacy 8 · 8 co