Staff Data Scientist, Global Operations Intelligence, SMAI

Nice to Have

• PhD in Operations Research, Industrial Engineering, Applied Mathematics, Systems Engineering, or a closely related field.
• Strong semiconductor manufacturing experience, particularly in wafer fabrication, assembly/test, advanced packaging, capacity planning, or industrial engineering.
• Deep understanding of semiconductor manufacturing concepts such as process flows, tool groups, WIP, cycle time, bottlenecks, dispatching, product mix, yield, and equipment utilization.
• Experience developing capacity planning, production scheduling, factory simulation, or digital twin solutions.
• Hands-on experience with discrete-event simulation, agent-based simulation, or factory simulation platforms.
• Experience deploying optimization or AI/ML models into production environments.
• Familiarity with manufacturing systems such as MES, ERP, APS, data warehouses, or planning platforms.
• Knowledge of cloud platforms, data engineering pipelines, APIs, and scalable model deployment is a plus.
• Experience leading analytical projects from problem definition through implementation and business adoption.
• Proven track record of delivering measurable business impact through optimization, automation, or AI-driven decision support.
• Key Technical Skills Mathematical optimization: LP, MILP, nonlinear optimization, constraint programming, stochastic optimization.
• Simulation: discrete-event simulation, what-if analysis, scenario modeling, digital twin concepts.
• Data science: regression, classification, clustering, time-series forecasting, anomaly detection, predictive modeling.
• Programming: Python, SQL, R, Spark, Git.
• Optimization tools: Gurobi, CPLEX, OR-Tools, Pyomo, PuLP.
• Visualization and communication: Power BI, Tableau, Plotly, Dash, or equivalent.
• Manufacturing analytics: capacity modeling, bottleneck analysis, tool utilization, cycle time, WIP flow, throughput modeling.
• Core Competencies Strong analytical and structured problem-solving mindset.
• Ability to balance technical rigor with practical business implementation.
• Excellent stakeholder management and communication skills.
• Comfortable working with ambiguity and evolving business requirements.
• Passion for applying AI, optimization, and advanced analytics to real-world manufacturing challenges.
• Strong ownership mindset with the ability to drive initiatives from concept to execution.
• Collaborative style with the ability to influence across engineering, operations, planning, and leadership teams.
• About Micron Technology, Inc.
• We are an industry leader in innovative memory and storage solutions transforming how the world uses information to enrich life for all .
• With a relentless focus on our customers, technology leadership, and manufacturing and operational excellence, Micron delivers a rich portfolio of high-performance DRAM, NAND, and NOR memory and storage products through our Micron® and Crucial® brands.
• Every day, the innovations that our people create fuel the data economy, enabling advances in artificial intelligence and 5G applications that unleash opportunities — from the data center to the intelligent edge and across the client and mobile user experience.
• To request assistance with the application process and/or for reasonable accommodations, please contact hrsupport_sg@micron.com Micron Prohibits the use of child labor and complies with all applicable laws, rules, regulations, and other international and industry labor standards.
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