Staff Data Scientist, SMAI
Core
Design, develop, and program methods to analyze unstructured big data sources to generate actionable insights for client services, product enhancement, and manufacturing operations optimization.
Role type
Staff Data Scientist (Operations Research & AI)
Builds
Digital Twin solutions, simulation models, optimization algorithms, and AI-enabled digital transformation solutions for semiconductor manufacturing.
Domain
Semiconductor manufacturing, supply chain, capacity planning, operations optimization
Deliverable
production ML models
Required skills
Python, SQL, Mixed Integer Programming (MIP), Linear Programming (LP), Constraint Programming, Discrete Event Simulation, Cloud solutions, API, GIT, ETL, Generative AI, Large Language Models (LLMs), AI agents
Preferred skills
Java, Digital Twin solutions for semiconductor manufacturing, AI-assisted development tools
Technologies
Python, SQL, Java, Cloud, API, GIT, ETL, Microsoft Copilot, GenieLLM
Responsibilities
Design and develop software programs, algorithms, and simulation models to cleanse and integrate large datasets; Identify meaningful insights from large data and metadata sources; Interpret and communicate findings to product, service, and business managers; Work with global manufacturing sites to identify optimization opportunities; Explore and apply new frontier ideas and AI technologies to enable breakthrough solutions; Drive global collaboration and benchmarking of optimization solutions.
Seniority
Staff, hands-on IC with strategic impact
