Global Probe Modeling Engineer - AI-Driven Capacity & Cost

MICRON SEMICONDUCTOR ASIA OPERATIONS PTE LTD; Singapore; On-site; SGD 120,000 - 190,000; Full time

Job summary

MICRON SEMICONDUCTOR ASIA OPERATIONS PTE LTD seeks a Global Planning Modeling Engineer to calculate and communicate capital impacts of process changes. You will connect Manufacturing, Supply Chain, Finance, Engineering, Procurement, Production and planning across the network.

You will apply AI tools to automate planning/reporting, develop AI-enabled workflow improvements, and use Python/Excel to enhance modeling accuracy and speed.

Qualifications

• Master’s degree in Industrial Engineering, OR, or a related field.
• Experience with operations research: LP, queuing theory, statistics, or theory of constraints.
• Data analysis using JMP, MINITAB, R, Python, Tableau, PL or SQL.
• Knowledge of production planning and inventory control strategies like EOQ, MRP, Lean.

Responsibilities

• Optimize capacity of installed equipment and lead capacity studies.
• Collaborate with partners to understand tool roadmaps and capacity impacts.
• Audit and validate capacity models and systems for capital requirements.
• Perform financial analysis before new capital equipment purchases.
• Manage network tool utilization to optimize deployed capital.
• Communicate capacity metrics and strategies to stakeholders.
• Design and present capital change proposals to manufacturing senior leaders.
• Build tools to audit capital efficiency and identify cost reductions.
• Plan improvements and implementation with manufacturing.

Skills

Operations Research

Data Analysis

Project Management

Education

Master’s degree in Industrial Engineering

Tools

Python

Tableau

SQL

Excel

VBA

Job description

MICRON SEMICONDUCTOR ASIA OPERATIONS PTE LTD seeks a Global Planning Modeling Engineer to calculate and communicate capital impacts of process changes. You will connect Manufacturing, Supply Chain, Finance, Engineering, Procurement, Production and planning across the network.

You will apply AI tools to automate planning/reporting, develop AI-enabled workflow improvements, and use Python/Excel to enhance modeling accuracy and speed.