AI Engineer (m/f/d) - Healthcare IT
Tasks
- Add production tracing and observability for agents
- Build offline evaluation datasets
- Build production ready agents
- Build retrieval pipelines with embeddings and vector stores
- Combine LLM as judge with deterministic checks
- Configure multi step tool using agents
- Define acceptance criteria for regulated agents
- Deploy and troubleshoot agent failures
- Design and optimize RAG pipelines
- Evaluate retrieval quality and faithfulness
- Generate validation verification evidence and traceability
- Implement agent orchestration and integration
- Implement guardrails human in the loop and escalation paths
- Implement regression gates in CI
- Monitor quality drift and close the loop
- Optimize cost and latency for agent execution
- Perform failure mode analysis
Perks/Benefits
- Corporate discounts
- Flexible meal vouchers
- Group accident insurance
- Private health insurance
- Subsidized public transportation
Skills/Tech-stack
API Design | AWS | Automated testing | CI/CD | Caching | Containerization | Embeddings | Infrastructure as Code | LLM Evaluation | Model routing | Observability | Orchestration | Probability | Prompt engineering | Python | Reranking | Retrieval-Augmented Generation | Statistics | Token budgeting | Tracing | Vector Stores | Version control | “as-code”
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
Roles
AI | AI Engineer | Engineer | Learning Engineer | Machine Learning Engineer
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