Data Scientist, SMAI (FE Planning)
Core
Partner with manufacturing, planning, and supply chain stakeholders to identify, analyze, and solve complex business problems using digital twin solutions.
Role type
Senior IC data scientist (operations research & simulation)
Builds
Digital twin solutions, production-grade applications, data pipelines, modeling engines, and decision-support tools for global manufacturing sites.
Domain
Semiconductor manufacturing, supply chain, and industrial planning
Deliverable
production ML models | product features
Required skills
Operations Research, Discrete Event Simulation, mathematical optimization, Python, SQL, Java, C/C++, C#, JavaScript, HTML/CSS, APIs, Git, CI/CD, cloud platforms, ETL/data pipelines, AI-assisted development tools
Preferred skills
Manufacturing, supply chain, logistics, planning, semiconductor operations experience
Responsibilities
Design and deploy digital twin solutions using Operations Research and Discrete Event Simulation; develop production-grade applications including data pipelines and modeling engines; transform large datasets into actionable insights and scalable software solutions; drive deployment and continuous improvement of solutions across global manufacturing sites; integrate AI-assisted tools to improve efficiency and effectiveness.
