Staff, Full Stack Engineer
Core
Build AI products and agents that combine real modeling work with user-facing applications, shipping them to production for GSK business teams.
Role type
Staff Full Stack Engineer (AI/ML)
Builds
AI-integrated features, digital workers, services, APIs, and interface components
Domain
Life Sciences / Healthcare / GenAI
Deliverable
production ML models
Required skills
Python, TypeScript/JavaScript/Go, GenAI patterns (agents, RAG, orchestration), AI coding agents, production deployment, architecture design
Preferred skills
Startup/innovation team background, regulated industry experience (GxP, GDPR), fine-tuning fundamentals, Model Context Protocol (MCP)
Technologies
Python, TypeScript, JavaScript, Go, LLMs, RAG, MCP
Responsibilities
Own use cases from problem framing to production prototype; Qualify incoming asks and define scope; Prototype against real data and workflows; Set architecture and standards for digital workers
Seniority
Staff, hands-on IC with strategic influence