Intern - HIG HBM Product Engineering (Advance Data Analytics)
Core
Develop advanced analytics solutions using statistical modeling, machine learning, and AI to detect manufacturing deviations and improve product quality for High Bandwidth Memory (HBM) products.
Role type
Intern, data analytics engineer (semiconductor manufacturing)
Builds
Automated data pipelines, monitoring workflows, and interactive dashboards for manufacturing performance
Domain
Semiconductor manufacturing / High Bandwidth Memory (HBM) / Data Science
Deliverable
dashboards & analysis
Required skills
Python, SQL, statistical analysis, machine learning, data visualization, AI/Generative AI concepts
Preferred skills
MATLAB, JMP, dashboarding platforms, engineering communication
Technologies
Python, SQL, MATLAB, JMP
Responsibilities
Analyze manufacturing datasets to identify patterns and process deviations; Develop automated data pipelines for key manufacturing indicators; Apply statistical methods and ML models to detect anomalies; Design visualization tools for engineering teams; Present technical findings to stakeholders
