AI-Driven AMHS Optimization Intern

MICRON SEMICONDUCTOR ASIA OPERATIONS PTE LTD; Singapore; On-site; SGD 20,000 - 36,000; Full time

Job summary

Micron Technology, Inc. in Singapore offers a 6-month full-time internship focused on AI-enabled optimization of Automated Material Handling System (AMHS) in a high-volume semiconductor fab environment.

The intern will analyze historical AMHS data, apply AI tools and simulations, and develop recommendations to improve transport efficiency. You'll gain exposure to semiconductor manufacturing, logistics optimization, data analytics, and AI-enabled workflows, with opportunities for future full-time

Qualifications

• Basic proficiency in Python, SQL, or data analytics tools.
• Familiarity with AI, Generative AI, AI Assistants or AI-enabled workflows.
• Knowledge of statistics, data visualization or modelling techniques.
• Strong analytical and problem-solving skills.
• Effective communication and presentation abilities.

Responsibilities

• Analyze historical AMHS transportation data and movement patterns.
• Apply AI Assistants and AI-enabled analytical methods to uncover key movement drivers.
• Evaluate factors such as tool distribution, scheduling practices, staging strategies, test wafer movements, and empty FOUP transfers.
• Develop and assess optimization concepts using data analysis, modelling, or simulation techniques.
• Generate recommendations to improve cross-fab transport efficiency and reduce non-value-added movements.
• Present findings and improvement opportunities to project stakeholders.

Skills

Python

SQL

Data analytics

AI/Generative AI

Statistics

Data visualization

Communication skills

Education

Computer Science (undergrad)

Data Science (undergrad)

Artificial Intelligence

Industrial Engineering

Operations Research

Mechanical Engineering

Job description

Micron Technology, Inc. in Singapore offers a 6-month full-time internship focused on AI-enabled optimization of Automated Material Handling System (AMHS) in a high-volume semiconductor fab environment.

The intern will analyze historical AMHS data, apply AI tools and simulations, and develop recommendations to improve transport efficiency. You'll gain exposure to semiconductor manufacturing, logistics optimization, data analytics, and AI-enabled workflows, with opportunities for future full-time