Principal/Staff ML/AI Engineer, Product Engineering, STPG
Core
Develop AI and Machine Learning solutions to transform semiconductor workflows, focusing on model development, agentic AI applications, and enabling Citizen Data Scientists.
Role type
Principal/Staff ML/AI Engineer (Product Engineering)
Builds
Predictive models for yield/test/reliability, intelligent agents for engineering automation, and ML workflows for semiconductor data.
Domain
Semiconductor manufacturing and product engineering
Deliverable
production ML models
Required skills
Python, Pandas, NumPy, Scikit-learn, regression techniques, tree-based models, gradient boosting, TensorFlow, PyTorch, MLOps, CI/CD for ML, distributed computing, cloud-based AI services
Preferred skills
Semiconductor industry background, agentic AI frameworks (LangChain, Microsoft Copilot Studio), enterprise integration tools (Power Automate, SharePoint)
Technologies
JIRA, Confluence, SharePoint, Azure ML, AWS SageMaker
Responsibilities
Build predictive models for yield, test time, and reliability analysis; develop intelligent agents to automate engineering tasks; integrate agents with enterprise tools; guide and upskill Citizen Data Scientists in ML techniques; contribute to technical papers and patents.
Seniority
Principal/Staff, hands-on IC with mentorship
