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, and industrial planning
Deliverable
production ML models
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
Preferred skills
Manufacturing, supply chain, logistics, planning, semiconductor operations experience
Technologies
Python, SQL, Java, C/C++, C#, JavaScript, HTML/CSS, Git, CI/CD, cloud platforms
Responsibilities
Partner with stakeholders to identify and solve complex business problems; Design and 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; Collaborate with Data Scientists, Product Owners, AI Engineers, and domain experts; Integrate AI-assisted tools to improve efficiency and effectiveness.