Frontend Central Product Integration Engineering (cPIE) AI Transformation Skill Management Engineer
Core
Lead AI-driven process, test, and design improvement initiatives in semiconductor manufacturing, focusing on yield optimization and AI agent skill management.
Role type
Senior IC AI/ML Engineer (Semiconductor Process Integration)
Builds
AI-enabled modeling, monitoring, and benchmarking frameworks for tool performance and process equipment prognostics.
Domain
Semiconductor manufacturing (memory and storage solutions)
Deliverable
production ML models
Required skills
Semiconductor process and equipment knowledge, Data analytics (Y3, JMP, Python), Machine Learning, Root cause analysis, AI agent architecture and management
Preferred skills
Statistical expertise, Circuit Design Engineering background, Cross-functional collaboration with Manufacturing and Product Integration teams
Technologies
Python, Y3, JMP, Machine Learning frameworks, Agentic AI frameworks
Responsibilities
Develop AI-enabled modeling and monitoring frameworks; Architect and manage a portfolio of AI agents for process monitoring and yield analysis; Collaborate with Process, Equipment, and Manufacturing teams to establish feasibility of AI initiatives; Identify test optimization opportunities to improve product grade yield.
Seniority
Senior, hands-on IC (via careerplan.io/jobs/41140653-frontend-central-product-integration-engineering-cpie-ai-transformation-skill-management-e)
