Senior Forward Deployed AI Engineer / Solutions Architect (GenAI, AWS)
Core
Forward Deployed AI Engineer who embeds in client operations to learn business processes from the inside before rebuilding them with GenAI systems.
Role type
Senior IC GenAI Solutions Architect (Forward Deployed)
Builds
Production GenAI systems, agentic workflows, retrieval and structured-extraction pipelines
Domain
Financial Services, Insurance, Healthcare, Life Sciences
Deliverable
production ML models | product features
Required skills
GenAI/LLM production deployment, evaluation suite design for non-deterministic systems, Python, TypeScript, AWS cloud-native delivery, domain immersion speed, stakeholder credibility, autonomous ownership
Preferred skills
Founder/CTO background, industry blueprint depth, data platform expertise, MLOps, fine-tuning/distillation, graph databases, IaC
Technologies
Python, TypeScript, AWS, Kubernetes, ECS, Terraform, CDK, Neo4j, SageMaker, MLflow
Responsibilities
Perform operator tasks for 2-4 weeks to learn constraints, redesign functions from first principles with operators, ship production GenAI systems, build evaluation harnesses before features, drive adoption and change management
Seniority
Senior, hands-on IC with leadership experience
