Staff Data Scientist - SMAI OI

1w1 week ago

Micron Technology

Singapore, SG · Full-time · S$150,000 – S$250,000

About this role

Our vision is to transform how the world uses information to enrich life for all. Join an inclusive team passionate about using their expertise in the relentless pursuit of innovation for customers and partners. As a SMAI Global OI Scheduling and Simulation Data Scientist at Micron, design advanced solutions that maximize fab performance.

Develop smart manufacturing AI solutions in advanced factory scheduling, optimization, and simulation to achieve industry-leading capability. Create high-quality data analytics and applications that provide actionable insights for management and manufacturing teams. Partner with departments and global sites to enable breakthrough business solutions.

Be part of Micron’s Smart Manufacturing Team comprised of world-class talent. Collaborate across global sites to identify opportunities and drive continuous improvement in production metrics. Work with diverse teams while committing to integrity, sustainability, and giving back to communities.

Explore and apply new frontier ideas, concepts, and technology for holistic solutions. Drive global alignment and benchmarking of scheduling and simulation solutions. If you possess a growth mindset and passion for intelligent autonomous manufacturing, join us to evolve Micron’s business.

Requirements

Master’s/Bachelor’s degree in Industrial Engineering, Operations Research, Computer Science, Data Science or other quantitative disciplines with strong emphasis on optimization, simulation, and algorithmic problem-solving
Minimum 3 years of hands-on experience in factory scheduling, optimization modeling, or simulation in a manufacturing or operations context
Knowledge and experience in optimization (LP, MIP, meta-heuristics) and tools like CPLEX/Gurobi
Knowledge and experience in discrete event simulation and reinforcement learning
Direct experience with factory scheduling
Highly motivated, proactive, with a strong work ethic, able to work independently and collaborate effectively with diverse teams
Able and willing to travel overseas
Possess a drive to make a difference and a passion for exploring new frontiers

Responsibilities

Design and develop smart manufacturing and AI solutions in advanced factory scheduling, optimization and simulation
Develop high-quality data analytics and applications that provide actionable insights for management and manufacturing teams
Explore and apply new frontier ideas, concepts and technology to enable breakthrough solutions
Collaborate across global sites to identify opportunities and deliver holistic solutions to drive continuous improvement in production metrics
Drive global alignment and benchmarking of scheduling and simulation solutions