Principal data scientist

Key Responsibilities

• the exploration, definition, and delivery of cutting ‑ edge digital twin use cases, guiding cross ‑ functional partners through uncharted technical territories.
• This includes architecting scalable simulation pipelines, shaping data and model strategies, and establishing technical standards for real ‑ time, physics ‑ accurate virtual representations of advanced manufacturing operations.
• You will act as both a hands ‑ on technical leader and a strategic visionary—translating emerging technology capabilities into transformative business value while mentoring a growing team through rapid experimentation, ambiguity, and industry ‑ first innovation.
• You will work closely with data engineers, solution architect, external solution provider, and our stakeholders in construction, facility, planning teams in a collaborative manner to create highly accurate digital twins of our fabs and enable more advanced capabilities, e.g., Photorealistic and physics-based simulation, etc..
• Build and maintain data-driven models representing fab processes, equipment behavior, and subfab utilities.
• Integrate IoT sensor data, MES (Manufacturing Execution System) data, and facility data into the digital twin platform.