Senior Data Scientist
Micron Technology · Fab 10A, Singapore
About this role
Our vision is to transform how the world uses information to enrich life for all. Join an inclusive team passionate about one thing: using their expertise in the relentless pursuit of innovation for customers and partners. The solutions we build help make everything from virtual reality experiences to breakthroughs in neural networks possible
We do it all while committing to integrity, sustainability, and giving back to our communities. Because doing so can fuel the very innovation we are pursuing. As a Data scientist at Micron Technology, Inc., you will report to the Smart Manufacturing and Artificial Intelligence organization
The team defines, develops, and delivers end to end smart manufacturing solution, integrated across functions of the business. The team applies industry-leading methodologies in automation, AI, and machine learning to enhance Micron’s product development, business, and administrative processes across the company. This role focuses on enabling semiconductor fab digital twin solutions, involves leveraging advanced analytics, machine learning, and simulation technologies to model fab operations, predict performance, and enable real-time decision-making
Responsibilities include, but not limited to: Work with an international team of data scientists, 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. Digital Twin Development 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
Predictive Analytics & Machine Learning Develop algorithms for predictive maintenance, throughput optimization, and energy efficiency. Apply statistical a
Apply for this role on Micron Technology’s official careers site.