Forward Deployed AI Architect (GenAI, AWS)
Core
Forward Deployed AI Architect who embeds in client operations to learn business functions from the inside before rebuilding them with GenAI systems.
Role type
Senior IC AI Architect (GenAI, AWS)
Builds
Production GenAI systems, agentic workflows, and data pipelines for Financial Services, Insurance, and Healthcare clients
Domain
Applied AI, GenAI, AWS Cloud, Financial Services, Healthcare
Deliverable
production ML models | product features
Required skills
GenAI/LLM system production experience, evaluation suite design, Python, TypeScript, AWS cloud-native delivery, domain learning speed, stakeholder credibility, AI/ML foundations, Claude Code/Cowork proficiency
Preferred skills
Founder/CTO background, domain depth in finance/healthcare, consulting experience, data platform expertise, MLOps, fine-tuning, graph databases
Technologies
AWS, Kubernetes, ECS, Python, TypeScript, Claude Code, Cowork, Neo4j, AWS Neptune
Responsibilities
Do the operator's job for 2-4 weeks to learn constraints, redesign business functions from first principles, ship production GenAI systems, build evaluation harnesses, write backend and AI layer code, feed learnings back into industry blueprints
Seniority
Senior, hands-on IC
