Software Engineer – Full Stack AI - US-Remote
Core
Designing AI architecture standards and shipping production AI features (LLM integrations, RAG, vector search) for a healthcare communications platform.
Role type
Senior Full Stack AI Engineer (Builder)
Builds
Production AI features, LLM integrations, RAG systems, and vector search pipelines for a SaaS platform.
Domain
Healthcare technology / Generative AI / Cloud-native systems
Deliverable
production ML models | product features
Required skills
Python backend development, LLM API integration, RAG system design, vector database management, cloud-native architecture, latency optimization, cost control, security/PHI handling
Preferred skills
AWS experience, regulated environment experience, product-minded systems thinking
Technologies
OpenAI, Anthropic, AWS Bedrock, vector databases
Responsibilities
Design AI integration patterns and architecture standards, integrate LLM APIs into production features, build RAG systems and embedding pipelines, optimize latency and inference cost, establish model evaluation and observability processes, define cost controls and security constraints, evaluate use cases for ROI, advise leadership on build vs. buy decisions.
Seniority
Senior, hands-on IC