AI/ML Engineer (m/w/d)
Core
Develop analysis and agent systems that derive reliable suggestions for data migration and transformation from incomplete and poorly documented data.
Role type
Senior IC AI/ML Engineer (Data Quality & Agent Systems)
Builds
Analysis systems, agent orchestration pipelines, and production-ready ML components for data migration/transformation.
Domain
Data Engineering, Machine Learning, Agent Systems
Deliverable
production ML models | product features
Required skills
Python (production level), Schema Matching, Data Profiling, Embeddings, Statistical Pattern Recognition, LLM Integration (Tool Calling, Structured Outputs), Database Modeling, Zero/Few-Shot Learning, Evaluation without Ground Truth
Preferred skills
Entity Resolution, Data Migration/ETL, Synthetic/Anonymized Data handling, Experience in Medical or Finance
Technologies
Python, LLMs, Embedding models, Statistical libraries
Responsibilities
Derive semantics from schema, metadata, and data content; Implement agent systems and orchestration; Model uncertainty to support human decision-making; Integrate models and analysis methods into production; Evaluate quality without complete ground truth.
Seniority
Senior, hands-on IC