AI Technology Lead (m/f/d)
Core
Building and validating AI-native engineering systems where AI is part of the core operating layer of engineering workflows.
Role type
Senior AI Systems Engineer (LLM production)
Builds
Production LLM pipelines, evaluation frameworks, retrieval systems, and knowledge graphs for engineering intent.
Domain
Engineering software / AI / LLMs / Knowledge Graphs
Deliverable
production ML models
Required skills
LLM production pipelines, evaluation (gold datasets, metrics, regression tests), LLM boundary design (tool contracts, structured outputs), retrieval at scale, orchestration (routing, agent workflows), knowledge graph construction, backend engineering, cross-domain collaboration (software/electrical engineering/product)
Preferred skills
RDF/SPARQL/SHACL/SKOS, embeddings/hybrid retrieval/reranking, LLM observability, industrial information models (IEC 81346, ECLASS, AAS, AutomationML), CAD/CAE/PLM experience, agent frameworks
Technologies
LLMs, C#/.NET, Knowledge Graphs, RDF, SPARQL, Embeddings
Responsibilities
Build gold datasets and metrics for model evaluation; Define tool contracts and structured outputs for LLMs; Improve retrieval grounding and duplicate detection; Consolidate agent routing and re-execution workflows; Formalize reusable circuit patterns into graph knowledge; Challenge architectural decisions with evidence.
Seniority
Senior, hands-on IC
