
Posted 12 hours ago
Principal Data Scientist
Micron Technology, Inc.Principal Data Scientist
Requirements
Ph.D. in Industrial Engineering, Operations Research, Computer Science, or Data Science preferred, Minimum 10 years experience in factory scheduling and optimization modeling, Expert knowledge in LP, MIP, and meta-heuristics, Proficiency with CPLEX or Gurobi solvers, Applied knowledge in discrete event simulation and reinforcement learning, Experience with production-deployed optimization systems
Skills
Reinforcement LearningDiscrete Event Simulation
About the role
Responsibilities
- Define and own the technical roadmap for smart manufacturing and AI solutions in advanced factory scheduling, optimization, and simulation at a global scale.
- Architect and deliver enterprise-grade scheduling solutions for semiconductor manufacturing by integrating optimization, discrete event simulation, and reinforcement learning.
- Develop high-quality data analytics and applications to provide actionable insights for management and manufacturing teams.
- Explore and apply frontier technologies to enable breakthrough manufacturing solutions.
- Collaborate across global sites to identify opportunities and deliver holistic solutions that drive continuous improvement in production metrics.
- Drive global alignment and benchmarking of scheduling and simulation solutions.
Requirements
- Minimum 10 years of hands-on experience in factory scheduling, optimization modeling, and discrete event simulation.
- Expert-level knowledge in optimization (LP, MIP, meta-heuristics) with deep proficiency in solvers such as CPLEX or Gurobi.
- Strong applied knowledge in discrete event simulation and reinforcement learning.
- Demonstrated track record of leading and delivering large-scale, production-deployed optimization or simulation systems.
- Exceptional executive communication skills with the ability to present complex technical concepts to senior audiences.
- Willingness to travel overseas for global site engagement and collaboration.
Preferred Qualifications
- Ph.D. in Industrial Engineering, Operations Research, Computer Science, Data Science, or a closely related quantitative discipline.
- Master's degree with exceptional industry experience.
- Direct experience specifically with semiconductor factory scheduling.
About the Company
Micron Technology, Inc. is an industry leader in innovative memory and storage solutions. We deliver a rich portfolio of high-performance DRAM, NAND, and NOR products that fuel the data economy, enabling advances in artificial intelligence, 5G, and the intelligent edge.
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Micron Technology, Inc. · Singapore
