Principal/Staff ML/AI Engineer, Product Engineering, STPG
Core
Develop and deploy AI/ML solutions to transform semiconductor manufacturing workflows, focusing on yield prediction, test optimization, and intelligent automation. (via careerplan.io/jobs/JR88692-principalstaff-mlai-engineer-product-engineering-stpg-at-micron)
Role type
Principal/Staff ML/AI Engineer (Product Engineering)
Builds
Predictive analytics models, agentic AI solutions, and scalable ML workflows for semiconductor manufacturing
Domain
Semiconductor manufacturing / Industrial AI
Deliverable
production ML models
Required skills
Python, Pandas, NumPy, Scikit-learn, supervised/unsupervised learning, regression, decision trees, random forests, gradient boosting, large-scale data handling, statistical analysis, feature engineering, model evaluation
Preferred skills
TensorFlow, PyTorch, LangChain, Microsoft Copilot Studio, Semantic Kernel, LLM integration, MLOps, Azure Machine Learning, AWS SageMaker, distributed computing, Power Automate
Technologies
Python, Pandas, NumPy, Scikit-learn, TensorFlow, PyTorch, LangChain, Microsoft Copilot Studio, Semantic Kernel, Azure Machine Learning, AWS SageMaker, Power Automate
Responsibilities
Develop and validate ML models for yield prediction and test time optimization; Design and develop intelligent AI agents for engineering workflows; Build data pipelines for high-volume manufacturing data; Mentor Citizen Data Scientists on ML methodologies; Collaborate with cross-functional teams to drive AI innovation
Seniority
Principal/Staff, hands-on IC with mentorship
