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 time, and reliability; intelligent agents for engineering automation; structured learning paths for data scientists.
Domain
Semiconductor manufacturing and operational analytics
Deliverable
production ML models | product features | client delivery
Required skills
Python, Pandas, NumPy, Scikit-learn, regression techniques, tree-based models, gradient boosting, TensorFlow, PyTouch, LangChain, Microsoft Copilot Studio, MLOps, CI/CD for ML, Azure ML, AWS SageMaker
Preferred skills
Semiconductor industry background, AI agents or workflow automation experience, enterprise integration tools (Power Automate, SharePoint)
Responsibilities
Build predictive models for yield, test time, and reliability analysis; develop intelligent agents to automate engineering tasks; guide and upskill Citizen Data Scientists in advanced ML techniques; collaborate with cross-functional teams to access and structure high-volume probe and wafer fabrication data; contribute to technical papers, patents, and internal guidelines.
Seniority
Principal/Staff, hands-on IC with mentorship
