Data Scientist, SMAI (FE Planning)
Core
Design, develop, and deploy digital twin solutions and production-grade applications to solve complex manufacturing, planning, and supply chain problems using Operations Research and mathematical optimization.
Role type
Senior IC data scientist (manufacturing optimization)
Builds
Digital twin solutions, data pipelines, modeling engines, and decision-support tools for global semiconductor manufacturing sites.
Domain
Semiconductor manufacturing, supply chain planning, and industrial operations.
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
Partner with stakeholders to identify and solve complex business problems; design and develop production-grade applications; transform datasets into actionable insights; drive deployment and continuous improvement of solutions; collaborate with cross-functional teams; integrate AI-assisted tools to improve efficiency.
Seniority
Senior, hands-on IC
