Generative AI Engineer
Core
Design, build, and deploy Generative AI workflows on AWS to modernize legacy systems, automate testing, and improve compliance for engineering, QA, and regulatory teams at a medical technology company.
Role type
Generative AI Engineer (IC)
Builds
Intelligent AI workflows, fine-tuned LLMs, multi-agent systems, and data flywheels
Domain
Healthcare technology / Generative AI
Deliverable
production ML models | product features
Required skills
Software engineering, Generative AI solution development, .NET, AWS serverless (Lambda, API Gateway), Data analytics (Glue, Athena), AI frameworks (PyTorch, Hugging Face), Multi-agent systems, Model fine-tuning, Data flywheel architecture
Preferred skills
UI/UX or frontend development (React, JavaScript), Requirements management tools (JAMA), FDA regulations knowledge, Medical device testing, AI-hardware integration
Technologies
AWS, Lambda, API Gateway, Glue, Athena, PyTorch, Hugging Face, .NET, React, JavaScript
Responsibilities
Design and deploy Generative AI solutions to eliminate repetitive work; Integrate AI into the tech stack via fine-tuning LLMs and MCP servers; Identify high-impact AI opportunities balancing cost and scalability; Partner with engineers and QA to translate business needs; Optimize AWS serverless infrastructure and analytics pipelines; Take ownership of projects end-to-end and iterate based on feedback
Seniority
Mid-Senior, hands-on IC
