AI/ML Analytics Engineer (2027 New College Graduate)
Core
Develop data-driven solutions and predictive agentic solutions for semiconductor manufacturing using statistical and machine learning methods.
Role type
Junior IC analytics engineer (new college graduate)
Builds
Predictive models, agentic solutions, and data-driven manufacturing improvements
Domain
Semiconductor manufacturing / Digital Manufacturing
Deliverable
production ML models
Required skills
Python, SQL, statistical analysis, machine learning, data preprocessing, predictive modeling, data visualization, agentic solution building
Preferred skills
Project management, navigating ambiguity, leveraging AI tools, leadership experience
Technologies
Python, R, SQL
Responsibilities
Define project objectives and success measures with the Analytics Center of Excellence Digital Manufacturing Manager; collaborate with cross-functional teams to identify AI/ML opportunities; collect, clean, and preprocess large datasets from multiple sources; develop, evaluate, and implement predictive models and algorithms for real-world manufacturing problems; communicate findings and recommendations to stakeholders and Fab leadership.
Seniority
Junior, entry-level IC
