SR DATA SCIENTIST
Core
Analyze and apply machine learning to terabytes of diverse datasets in highly automated industrial manufacturing to drive process insights and automation.
Role type
Senior IC data scientist (manufacturing/semiconductor)
Builds
Automated data analysis pipelines and ML models for industrial manufacturing
Domain
Semiconductor manufacturing / Industrial IoT
Deliverable
production ML models
Required skills
Statistical modeling, Feature extraction, Supervised/unsupervised/semi-supervised learning, SQL, Python, Data cleansing, Outlier identification, Missing data techniques, Time-series analysis, Image analysis
Preferred skills
Semiconductor industry experience, Manufacturing Execution Systems (MES) experience, Google Cloud Platform (GCP), Vertex AI, LLM applications, AI agents, Model Context Protocol (MCP), Skill/tool orchestration frameworks
Technologies
Python, SQL, GCP, Vertex AI, MES
Responsibilities
Extract data from various databases, apply data cleansing and outlier identification, develop machine learning models for manufacturing processes, analyze time-series and image data, work with frequently changing data distributions
Seniority
Senior, hands-on IC
