AI-Driven Global Planning Modeling Engineer

MICRON SEMICONDUCTOR ASIA OPERATIONS PTE LTD; Singapore; On-site; SGD 120,000 - 180,000; Full time

Job summary

Micron Technology, Inc. in Singapore seeks a Global Planning Modeling Engineer to own capacity optimization and capital-change initiatives across the manufacturing network.

You will drive planning analyses, model validation, and KPI reporting, leveraging AI tools to accelerate insights and decision-making. You will collaborate with Manufacturing, R&D, Finance, and Procurement to align tool roadmaps, cost saving initiatives, and capacity planning, contributing to global efficiency and innovation

Qualifications

• Master's or bachelor's degree in industrial engineering, OR related field.
• 4+ years of experience in Semiconductor Industry.
• Data analysis or statistical skills in JMP, MINITAB, R, Python, Tableau, PL or SQL.
• Knowledge of Production Planning and Inventory Control Strategies (e.g., EOQ, MRP, Risk Pooling).

Responsibilities

• Optimize capacity of installed equipment and lead site- and tool-level studies for throughput.
• Collaborate with partners to understand tool roadmaps and calculate network capacity impacts.
• Audit and validate Probe capacity models and systems for capital requirements.
• Perform financial analysis before new capital equipment purchases.
• Manage and communicate capital change proposals to manufacturing leaders.
• Leverage AI tools to automate planning/reporting tasks and improve cycle time.
• Develop AI-enabled workflow improvements within capacity and capital modeling.
• Utilize Python and Excel/VBA to improve planning systems and models.

Skills

Linear Programming

Queueing Theory

Statistical Analysis

Theory of constraints

Python

Tableau

SQL

JMP

MINITAB

R

Production Planning

Inventory Control

CPM/PERT

Scheduling

Lean Manufacturing

Customer Service Metrics

Safety Stock Management

AI Literacy

Education

Master's or bachelor's degree in industrial engineering, Operations Research, Supply Chain or a related field

Job description

Micron Technology, Inc. in Singapore seeks a Global Planning Modeling Engineer to own capacity optimization and capital-change initiatives across the manufacturing network.

You will drive planning analyses, model validation, and KPI reporting, leveraging AI tools to accelerate insights and decision-making. You will collaborate with Manufacturing, R&D, Finance, and Procurement to align tool roadmaps, cost saving initiatives, and capacity planning, contributing to global efficiency and innovation