Global Probe Modeling Engineer - AI-Driven Capacity

Micron Technology; Singapore; On-site; SGD 90,000 - 150,000; Full time

Job summary

Micron Technology, Inc. seeks a Global Planning Modeling Engineer to be a key contact for the Manufacturing network, evaluating capital impacts of process changes and communicating with senior leaders in manufacturing and R&D.

You will join the Operations Central Team, driving execution across Supply Chain, Finance, Engineering, Procurement, Production, and Planning, while developing AI-enabled tools and workflows for planning and reporting.

Qualifications

• Master's degree in Industrial Engineering, Operations Research, Supply Chain or related field.
• Completion of university-level coursework, research project, internship, or thesis, or ~6 months of related experience.
• Strong OR skills: Linear Programming, Queuing Theory, Statistical Analysis, or Theory of Constraints.
• Data analysis with JMP, MINITAB, R, Python, Tableau, SQL; familiarity with production planning concepts.
• Knowledge of production planning and inventory control strategies like EOQ, MRP, and related methods.

Responsibilities

• Optimize capacity of installed equipment and lead site- and tool-level studies for throughput enhancement.
• Collaborate to understand tool and process roadmaps and calculate network capacity impacts of changes.
• Audit and validate Probe capacity models and systems to determine network capital needs.
• Perform financial analysis before capital equipment purchases, focusing on metrics optimization and capacity sharing.
• Manage tool utilization strategies to optimize deployed capital.
• Communicate capacity metrics and strategies to stakeholders; monitor KPIs.
• Design and present capital change proposals to manufacturing leaders using reporting tools like Tableau.
• Build tools to audit capital efficiency and identify cost-reduction opportunities.
• Lead improvement opportunities and implementation plans across manufacturing.
• Leverage AI tools to automate planning/reporting tasks and improve cycle time and decision quality.
• Identify AI-enabled workflow improvements in capacity and capital modeling in line with governance.
• Use Python and Excel/VBA to improve and automate planning systems.

Skills

Operations Research

Python

Tableau

SQL

Linear Programming

Queuing Theory

Statistical Analysis

Theory of Constraints

Education

Master's degree

Industrial Engineering

Operations Research

Supply Chain

Internship/Thesis

Tools

JMP

MINITAB

R

Python

Tableau

SQL

PL

Job description

Micron Technology, Inc. seeks a Global Planning Modeling Engineer to be a key contact for the Manufacturing network, evaluating capital impacts of process changes and communicating with senior leaders in manufacturing and R&D.

You will join the Operations Central Team, driving execution across Supply Chain, Finance, Engineering, Procurement, Production, and Planning, while developing AI-enabled tools and workflows for planning and reporting.