Analyst Digital Mfg Data Science
Core
Develop analytics, machine learning, and AI solutions to address manufacturing and business challenges within the Analytics Center of Excellence.
Role type
Data Scientist (Digital Manufacturing)
Builds
Production analytics and ML models for semiconductor manufacturing optimization
Domain
Semiconductor manufacturing / Digital Manufacturing
Deliverable
production ML models
Required skills
Data analytics, statistical analysis, machine learning, data preprocessing, exploratory data analysis, predictive modeling, data visualization
Preferred skills
Cloud-based analytics platforms, data engineering concepts, large manufacturing datasets
Technologies
None explicitly stated
Responsibilities
Partner with CoE Manager to define project objectives and timelines; Design and deploy ML/AI solutions; Collect and preprocess large datasets; Perform statistical analysis to identify patterns; Develop predictive models; Translate business requirements into data-driven solutions; Present findings to stakeholders; Support continuous improvement of analytics methodologies
