Agentic AI Architect – Full Stack (AWS / GenAI / MCP) LOCATION: London or Remote (UK/EU preferred) TYPE: Freelance | Contract | Option for equity/incentives COMPANY: Join GenAirate Technologies – a leading AI-first Insurtech start-up About the Role GenAirate Technologies is looking for a hands-on Agentic AI Architect with full stack capabilities to help design and deliver agentic workflows that improve accuracy and performance in underwriting automation. This is a strategic hire, working closely with the Product Manager and engineering team to build AI-native tools using AWS , LLM orchestration frameworks , and the Model Context Protocol (MCP) . You’ll be driving document extraction and structured data pipelines using multi-agent systems for property submissions — and shaping how we apply GenAI in complex, high-value business use cases. What You’ll Do Design and implement agentic architecture for SnapLine, our AI-powered underwriting assistant Build and orchestrate workflows using frameworks like CrewAI , LangGraph , or similar Leverage MCP principles to manage agent collaboration, memory, and tool-use Integrate with AWS services (Bedrock, Lambda, Step Functions, DynamoDB, etc.) Collaborate with full-stack engineers and SMEs to increase document processing accuracy Support performance tuning and continuous feedback loops to reduce hallucinations Participate in roadmap and feature planning with the product team What We’re Looking For Proven experience with agentic AI , multi-agent frameworks, or LLM orchestration Full stack engineering skills (Python/Node.js preferred) with solid AWS experience Experience with document parsing , unstructured data ingestion, and vector search Understanding of embedding models , RAG pipelines, and semantic search Knowledge of COPE, TIV, deductibles, risk scoring , or insurance use cases is a plus Comfortable working in a startup, delivering fast with autonomy Based in the UK or Europe , with excellent written and spoken English What We Offer Contract or project-based engagement with competitive day rate Share options or performance-based incentives available Ability to define core architecture for a growing platform Exposure to live AWS workloads and enterprise-grade partners High-trust, fast-paced working culture