Staff Engineer, Global Probe Modeling

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

Our vision is to transform how the world uses information to enrich life for all.

Join an inclusive team passionate about one thing: using their expertise in the relentless pursuit of innovation for customers and partners. The solutions we build help make everything from virtual reality experiences to breakthroughs in neural networks possible. We do it all while committing to integrity, sustainability, and giving back to our communities. Because doing so can fuel the very innovation we are pursuing.

As a Global Planning Modeling Engineer, you will be a central contact for the Manufacturing network, calculating and communicating capital impacts of process changes to senior leaders in manufacturing and R&D.

As a part of Operations Central Team, you will be responsible for connecting many parts of the business in order to drive execution of manufacturing and cost savings processes, including Supply Chain, Finance, Engineering, Procurement, Production and planning.

Innovation is highly valued at Micron, and you will have the opportunity to develop new tools to expedite, optimize and refine the planning and reporting processes used across the network.

In line with Micron's AI transformation, this role is expected to actively apply AI tools (e.g., Copilot, agents, and analytics assistants) to reimagine planning and reporting workflows, accelerate analysis, and drive productivity in an AI-enabled way of working.

The ability to understand and effectively communicate capital impacts of manufacturing changes is essential. Everyday, our team has the opportunity to provide recommendations which will transform the future of manufacturing through data analysis and a global mindset.

Your responsibilities will include, but are not limited to:

• Optimize capacity of installed equipment and lead site- and tool-level optimization studies for throughput enhancement.
• Collaborate with partners to understand future tool and process roadmaps, and calculate network capacity impacts of process changes.
• Responsible for managing, auditing, and validating Probe capacity models and systems to determine network capital requirements.
• Complete financial analysis before new capital equipment is purchased including metrics optimization, process flexibility, capacity sharing and equipment repurpose.
• Manage network tool utilization strategies to optimize the company's deployed capital.
• Communicate capacity metrics and strategies to all relevant stakeholders, driving accountability and monitoring key performance indicators plan over plan.
• Design, track and communicate capital change proposals to manufacturing senior leaders through reporting tools (e.g. Tableau) and formal presentation.
• Build and implement tools to audit manufacturing capital efficiency and identify cost reduction opportunities across the company.
• Manage and communicate improvement opportunities and implementation plans to all relevant levels and functions in manufacturing.

• Leverage AI tools (Copilot, no-code agents, and generative-AI assistants) to automate repetitive planning/reporting tasks, summarize data, and improve cycle time and decision quality.
• Identify and build AI-enabled workflow improvements within capacity and capital modeling, applying AI responsibly and in line with Micron's AI Governance Policy.

• Utilize new (eg Python) and traditional (Excel, VBA) methods to improve and automate tasks in planning systems/models

Requirements

• Master's or bachelor's degree in industrial engineering, Operations Research, Supply Chain or a related field
• Minimum 4 years of experience in Semiconductor Industry
• Possess one of the following operations research skills:
  • Linear Programming
  • Queueing Theory
  • Statistical Analysis
  • Theory of constraints

• Required to have Data analysis or Statistical skills such as JMP, MINITAB, R, Python, Tableau, PL, or SQL
• Knowledge of any of the Production Planning and Inventory Control Strategies like BTO/BTT/BTF, Risk Pooling, EOQ, Lot Sizing or MRP
• Exposure to any of the Project Management techniques like CPM, PERT or Scheduling
• Possess one of the following Supply Chain Skills:
  • Lean manufacturing
  • Customer service measures
  • Safety stock management

• Ability to apply baseline digital fluency and role‑appropriate AI literacy to use AI‑enabled tools responsibly and effectively for research, analysis, content creation, problem‑solving, operational tasks, and achieving business outcomes
• Strong analytical, logical, and critical thinking skills
• Effective communicator, able to collaborate across all levels
• Growth mindset with a passion for continuous learning
• Demonstrated leadership and a track record of impact are highly desirable
• Embody Micron’s core values:
  • People – Respect, develop, and empower others
  • Innovation – Drive continuous improvement and breakthrough thinking
  • Tenacity – Show grit and determination
  • Collaboration – Build trust and foster teamwork
  • Customer Focus – Deliver excellence and value
  • Speed - Act with purpose and set the pace

About Micron Technology, Inc.

We are an industry leader in innovative memory and storage solutions transforming how the world uses information to enrich lifefor 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 learn more, please visit micron.com/careers

All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, veteran or disability status.

To request assistance with the application process and/or for reasonable accommodations,please contact ••••@micron.com

Micron Prohibits the use of child labor and complies with all applicable laws, rules, regulations, and other international and industry labor standards.

Micron does not charge candidates any recruitment fees or unlawfully collect any other payment from candidates as consideration for their employment with Micron.