Senior Machine Learning Engineer
Core
Lead design, development, and production deployment of AI/ML and Generative AI models for complex Digital Manufacturing use cases.
Role type
Senior Machine Learning Engineer (Digital Manufacturing)
Builds
Scalable, reliable ML systems and optimized end-to-end data and model pipelines for manufacturing applications.
Domain
Semiconductor manufacturing / Digital Manufacturing
Deliverable
production ML models
Required skills
AI/ML frameworks (PyTorch, Scikit-learn, LangChain), MLOps, CI/CD pipelines for ML, model monitoring and drift detection, AWS ML services, large unstructured dataset processing, system architecture, technical leadership
Preferred skills
Multi-cloud platforms (AWS, Azure, Google Cloud), GenAI architectures (LLMs, RAG, embeddings, prompt engineering), data governance frameworks, semiconductor or manufacturing domain background
Technologies
PyTorch, Scikit-learn, LangChain, AWS, Azure, Google Cloud
Responsibilities
Lead design and deployment of AI/ML models; Architect scalable ML systems; Collaborate with cross-functional teams to define objectives and metrics; Establish best practices for ML engineering and governance; Mentor junior engineers; Adapt emerging AI/ML technologies to manufacturing challenges
Seniority
Senior, hands-on IC with leadership responsibilities
