Senior AI Engineer
siemens
Job Description
- Agentic workflow implementation - build multi-step AI pipelines with orchestration frameworks, tool integration, and human approval checkpoints
- Knowledge-graph engineering - implement domain knowledge graphs, validation shapes, and ingestion pipelines
- Retrieval and grounding - build hybrid retrieval and citation pipelines ensuring AI outputs trace to verifiable sources
- Evaluation infrastructure - create regression-gated evaluation harnesses and metrics pipelines
- Multi-environment deployment - implement and test across on-premises, hybrid, and cloud configurations
- Observability - structured logging, tracing, and monitoring for production AI systems.