SENIOR DATA SCIENTIST
Core
Design and implement agentic AI systems and advanced analytics to optimize semiconductor manufacturing processes, engineering workflows, and business operations.
Role type
Senior IC data scientist (semiconductor manufacturing)
Builds
Intelligent solutions for product engineering, manufacturing efficiency, yield, and quality
Domain
Semiconductor manufacturing and operations
Deliverable
production ML models
Required skills
Machine learning, Python, PySpark, SQL, statistical modeling, feature engineering, data cleansing, outlier detection
Preferred skills
Statistical Process Control (SPC), Fault Detection and Classification (FDC), Run-to-Run (R2R), Design of Experiments (DOE), Large Language Models (LLM), Manufacturing Execution Systems (MES), AI agent development
Technologies
Snowflake, Google Cloud Platform, Streamlit, AngularJS 2.0, JavaScript
Responsibilities
Design and implement cutting-edge algorithms and agentic AI systems; Collaborate with cross-functional teams to optimize workflow and manufacturing processes; Work with massive datasets to uncover insights and enable automation
Seniority
Senior, hands-on IC
