New College Grad - Engineer, Thin Films Equipment
Core
Establish and optimize thin film equipment performance and process parameters using AI-driven insights, data analytics, and statistical modeling to reduce production costs and improve tool health.
Role type
Entry-level equipment engineer (thin films)
Builds
Semiconductor memory and storage solutions
Domain
Semiconductor manufacturing / Thin film deposition
Deliverable
production ML models | product features | infrastructure
Required skills
Semiconductor equipment troubleshooting, statistical modeling, machine learning techniques, data analytics, root cause analysis, SOP adherence
Preferred skills
OEM platform experience (AMAT, LAM, TEL, ULVAC, Canon), high-volume manufacturing (HVM) fab experience, tool installation and upgrade experience
Technologies
AI tools, digital twins, predictive analytics systems, enterprise data platforms, run-to-run (R2R) optimization
Responsibilities
Proactively identify performance gaps and optimize tool health, upgrade process capability and reduce production cost, set up and optimize process parameters for semiconductor equipment, perform abnormal analysis and continuous improvement, lead evaluation of new equipment and materials, collaborate across engineering and manufacturing teams
Seniority
Junior, new college grad