SR DATA SCIENTIST
Core
Data Scientist role focused on analysis and machine learning on terabytes and petabytes of diverse datasets within highly automated industrial manufacturing.
Role type
Senior IC data scientist (manufacturing/ML)
Builds
Production ML models and advanced analytical solutions for industrial manufacturing processes
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 handling, time-series analysis, image analysis, skill/tool orchestration frameworks
Preferred skills
Google Cloud Vertex AI, AI/ML pipeline development, LLM applications, AI agents, Model Context Protocol (MCP), Manufacturing Execution Systems (MES) experience, experience with frequently changing data distributions
Technologies
Python, SQL, Google Cloud Platform (GCP), Google Cloud Vertex AI
Responsibilities
Extract data from various databases, apply data cleansing and outlier identification techniques, develop machine learning models for manufacturing analysis, build AI/ML pipelines and enterprise AI solutions
Seniority
Senior, hands-on IC