AI Engineer (m/f/d) - Healthcare IT
Core
Design, build, configure, and operate production-ready agentic AI systems for clinical and operational workflows in a regulated healthcare environment.
Role type
Senior AI Engineer (Agentic Systems & RAG)
Builds
Multi-step, tool-using agents with memory and state; RAG pipelines over clinical text; evaluation infrastructure for clinical AI.
Domain
Healthcare IT / Clinical AI / Regulated Software
Deliverable
production ML models
Required skills
Python, API design, automated testing, containerization, agent orchestration, RAG design, LLM evaluation, observability/tracing, cost optimization, MDR/EU AI Act compliance
Preferred skills
Healthcare/clinical-software domain knowledge, statistics and probability theory, AWS cloud platform, infrastructure-as-code, model fine-tuning, guardrail frameworks
Technologies
Python, LLMs, Vector stores, AWS, CI/CD pipelines
Responsibilities
Build and configure production-ready agents with orchestration and integration; Design and optimize RAG pipelines for clinical text; Qualify agents for regulated settings (MDR/EU AI Act); Instrument and observe production agents for quality drift; Optimize cost and latency of agent operations.
Seniority
Senior, hands-on IC