Operations Modelling Engineer: AI‑Driven Fab Optimization

1100 Micron SemiAsiaOP Pte Ltd; Singapore; On-site; SGD 70,000 - 110,000; Full time

Job summary

Micron Semiconductor Operation Asia Pte Ltd seeks an Operations Modelling Engineer in Singapore to develop and maintain planning models for production capacities, facilities and fab metrics over a 3-year horizon. You will drive scenario comparisons and optimization with stakeholders to support business plans.

The role emphasizes strong analytical thinking, Python/SQL programming, and the use of AI-enabled tools to improve efficiency and decision making, within a culture of integrity and

Qualifications

• Bachelor’s degree in engineering or related discipline.
• Strong analytical skills and logical thinking.
• Good in written communication and presentation skills.
• Highly motivated to work in a dynamic environment, with good integrity and character.
• Ability to multi‑task and organize work systematically in meeting deadlines without compromising on quality.
• Proficient in programming skill (Python/SQL) and capability in leveraging Artificial Intelligence tools (Copilot/Claude/Gemini) will be an added advantage.
• 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.

Responsibilities

• Maintain and validate capacity/space models through Industrial Engineering concepts to enable accurate assessment of production loading/output needs.
• Develop models for non-equipment related capability to meet the Fab output requirements.
• Managing complex projects across several different departments and sites, working pro‑actively with other departments to identify areas of improvement and actions.
• Coordinating efforts of the site industrial engineering teams to continuously improve production metrics and optimize use of capital expenditure/capex.
• Understand the impact to the metrics driven by output changes through scenario analysis.
• Provide inputs and support network optimization and long‑term strategy discussions.
• Integrates AI‑assisted tools and insights into daily work to improve efficiency, quality, or effectiveness, exercising sound judgment and complying with organizational standards and legal requirements.
• Contributes to a culture of continuous improvement by identifying, testing, and sharing AI‑enabled enhancements within one’s scope of work.

Skills

Python/SQL programming

Analytical thinking

Written communication

Multi-tasking

AI literacy

Stakeholder communication

Education

Bachelor’s degree in engineering or related discipline

Tools

Copilot/Claude/Gemini AI tools

Job description

Micron Semiconductor Operation Asia Pte Ltd seeks an Operations Modelling Engineer in Singapore to develop and maintain planning models for production capacities, facilities and fab metrics over a 3-year horizon. You will drive scenario comparisons and optimization with stakeholders to support business plans.

The role emphasizes strong analytical thinking, Python/SQL programming, and the use of AI-enabled tools to improve efficiency and decision making, within a culture of integrity and