Intern - F10 Process & Equipment Engineer
Core
Develop an AI-enabled dashboard to predict wafer breakage and equipment degradation in Chemical Mechanical Planarization (CMP) tools using historical manufacturing data.
Role type
Intern, Data Analytics & Predictive Modeling
Builds
Interactive Power BI dashboards and AI risk scoring models for semiconductor equipment health
Domain
Semiconductor manufacturing / Reliability Engineering
Deliverable
dashboards & analysis
Required skills
Python, SQL, Power BI, Statistical analysis, Data visualization
Preferred skills
Machine learning concepts, Generative AI, Large dataset handling
Technologies
Power BI, Python, SQL
Responsibilities
Analyze historical equipment and manufacturing datasets; Correlate tool performance indicators with wafer breakage events; Develop AI risk scoring models; Create interactive dashboards to visualize equipment health and excursion trends; Evaluate opportunities for AI-assisted automated reporting
Seniority
Intern
