Principal Data Scientist - Gen AI
Core
Leading the Generative AI team to build and deploy large-scale LLMs and multimodal models for document understanding, structured data extraction, and real-time manufacturability feedback within the Siemens ecosystem.
Role type
Principal Data Scientist (Generative AI)
Builds
Production-grade generative AI models, multimodal document processing pipelines, and integrated AI solutions for the Siemens Designcenter/Teamcenter ecosystem.
Domain
Manufacturing / Supply Chain / Generative AI
Deliverable
production ML models
Required skills
Large-scale LLM development and fine-tuning, multimodal data processing (text, image, 3D geometry), Python (PyTorch, TensorFlow, pandas, numpy), cloud infrastructure (AWS SageMaker), technical roadmap ownership, cross-functional leadership, statistical methodology and optimization.
Preferred skills
PhD in CS/ML/AI, manufacturing or supply chain domain expertise.
Technologies
PyTorch, TensorFlow, pandas, numpy, AWS SageMaker, Siemens Designcenter, Siemens Teamcenter.
Responsibilities
Own and drive an 18-24 month technical roadmap for generative AI initiatives; develop and deploy LLMs for multimodal document processing and structured data extraction; serve as technical architect for the Siemens DFM AI + IQE integration; provide technical leadership and mentorship to the AI team; design data workflows for model training and deployment.
Seniority
Principal, hands-on IC with strategic leadership