Senior Forward Deployed AI Engineer / Solutions Architect (GenAI, AWS)
Core
Senior Forward Deployed AI Engineer who embeds in client operations to learn business processes from the inside and rebuilds functions using GenAI/LLM systems on AWS.
Role type
Senior Forward Deployed AI Engineer / Solutions Architect (GenAI, AWS)
Builds
Bespoke GenAI applications and managed services using pre-built AI Blueprints for Financial Services, Insurance, and Healthcare.
Domain
Applied AI, Generative AI, Cloud Infrastructure, Financial Services, Healthcare
Deliverable
production ML models | product features
Required skills
8+ years software development, hands-on production code ownership, GenAI/LLM system deployment, evaluation suite design, Python/TypeScript, AWS cloud-native delivery, stakeholder management, ambiguity handling, AI/ML foundations, Claude Code/Cowork proficiency
Preferred skills
Founder/CTO background, domain expertise in financial services/healthcare, consulting experience, data platform depth, MLOps, fine-tuning/distillation, graph databases, IaC, open-source contributions
Technologies
AWS, Kubernetes/ECS, Python, TypeScript, Claude Code, Cowork, PyTorch, SageMaker, MLflow, Neo4j, AWS Neptune, Terraform, CloudFormation, CDK
Responsibilities
Spend weeks performing the operator's job (e.g., underwriting, claims processing) to understand constraints, rebuild business functions from first principles using GenAI, ship production systems, evaluate non-deterministic systems, collaborate with senior stakeholders, iterate on industry blueprints
Seniority
Senior, hands-on IC with leadership experience
