Process Integration & Yield Engineering PhD Intern
Core
Analyze yield, defect, and process data to identify trends, root causes, and improvement opportunities in semiconductor manufacturing.
Role type
PhD intern in process integration and yield engineering
Builds
Advanced semiconductor manufacturing technologies and manufacturing efficiency
Domain
Semiconductor manufacturing / Process Integration
Deliverable
production ML models
Required skills
Semiconductor processing, Materials characterization, Data analytics, Statistical analysis, Experimental design, Microscopy, Root cause analysis
Preferred skills
JMP, Python, MATLAB, Statistical Process Control (SPC), Design of Experiments (DOE), Machine learning, Semiconductor device physics, Cleanroom experience
Technologies
JMP, Python, MATLAB
Responsibilities
Analyze yield, defect, and process data; Support process integration activities; Design and execute experiments; Partner with cross-functional teams to troubleshoot issues; Utilize microscopy and characterization techniques; Apply statistical analysis to enhance process capability; Develop technical reports; Participate in continuous improvement projects
Seniority
Intern, research-focused