AI/ML Engineer (m/f/d)
Core
Develop analysis and agent systems that turn uncertainty in poorly documented data into robust suggestions for data migration and transformation.
Role type
Senior IC AI/ML Engineer (Data Migration & Agent Systems)
Builds
Analysis and agent systems for data migration and transformation
Domain
Data Engineering / AI / Uncertainty Quantification
Deliverable
production ML models
Required skills
Python (production level), LLM integration (tool calling, structured outputs), statistical profiling, embeddings, schema matching, agent orchestration, uncertainty modeling, database modeling, zero/few-shot learning
Preferred skills
schema matching, entity resolution, data profiling, semantic type inference, ETL, agent frameworks, synthetic/anonymized data, industry/medical/finance experience
Technologies
Python, LLMs, embeddings, statistical methods, heuristics
Responsibilities
Derive semantics from schemas, metadata, and data; combine statistical patterns and embeddings for schema matching; implement agents and orchestration; model uncertainty for human decision-making; evaluate system quality without complete ground truth; integrate and evolve models for production use
Seniority
Mid-to-Senior, hands-on IC
