Staff Data Scientist, SMAI

1100 Micron SemiAsiaOP Pte Ltd; Singapore; On-site; SGD 90,000 - 150,000; Full time

Job summary

Micron Technology, Inc. Singapore is seeking a data science/engineering professional to design and implement analytics for unstructured big data across semiconductor manufacturing and supply chains.

The role emphasizes digital twin development, optimization modeling, and AI-assisted tooling to accelerate analytics, simulations, and production improvements across global sites. Strong programming in Python/SQL and collaboration with cross-functional teams are essential.

Qualifications

• Bachelor's degree in Computer Science, Data Science, Industrial Engineering, Operations Research or equivalent with strong programming and modelling.
• Experience building Digital Twin solutions for semiconductor manufacturing, supply chain, capacity planning or scheduling.
• Experience with discrete event simulation in semiconductor/manufacturing.
• Experience with optimization modeling (MIP/LP/CP).
• Strong Python and SQL programming; knowledge of cloud solutions, APIs, and Git.
• Experience with Java and other languages is a plus.
• Ability to learn new technologies quickly and communicate insights clearly.
• Experience using AI-assisted tools to improve productivity across development/workflows.
• Familiarity with Generative AI, LLMs, prompt engineering and AI-enabled automation.

Responsibilities

• Design and build methods, processes, and systems to analyze big data and generate actionable insights for client services and product improvement.
• Collaborate with product and service teams to define questions for data analysis and experiments.
• Develop software programs, algorithms, simulations, and automated data integration across sources.
• Extract meaningful insights from large data and metadata sources.
• Communicate findings to product, service, and business leaders.
• Explore new AI ideas to enable breakthrough solutions.
• Work with global sites to identify optimization opportunities and improve production metrics.
• Drive cross-functional collaboration and benchmarking of optimization and simulation tools.
• Leverage AI, LLMs, and AI-assisted development to accelerate analytics and software delivery.
• Apply Generative AI concepts to automate engineering tasks and enhance decision support.

Skills

Big data analytics

Python

SQL

Discrete event simulation

Optimization (MIP/LP)

Cloud solutions

APIs & Git

ETL

AI tooling & LLMs

Communication & collaboration

Education

Bachelor's degree in CS/DS/Industrial Eng/OR

Tools

Git

ETL tools

Cloud platforms

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.

Responsibilities

• Design, develop, and program methods, processes, and systems to consolidate and analyze unstructured, diverse “big data” sources to generate actionable insights and solutions for client services and product enhancement.
• Interact with product and service teams to identify questions and issues for data analysis and experiments.
• Develop and code software programs, algorithms, simulation and optimization models, automated processes to cleanse, integrate, and evaluate large datasets from multiple disparate sources.
• Identify meaningful insights from large data and metadata sources.
• Interpret and communicate insights and findings from analysis and experiments to product, service, and business managers.
• Explore and apply new frontier ideas, concepts and technology to enable breakthrough solutions at Micron.
• Work with management, different departments, and global manufacturing sites to identify optimization opportunities and deliver solutions to continuously improve production metrics.
• Drive global collaboration, alignment, and benchmarking of optimization and simulation solutions in planning & operations.
• Leverage Artificial Intelligence (AI), Large Language Models (LLMs), and AI-assisted development tools to accelerate analytics, software development, simulation modeling, and solution delivery.
• Apply Generative AI and Agentic AI concepts to enhance productivity, automate repetitive engineering activities, improve decision support, and enable scalable digital transformation solutions.
• Evaluate emerging AI technologies and identify opportunities to incorporate AI-enabled capabilities into planning, operations optimization, and digital twin solutions.

Minimum Qualifications & Skills Required

• Bachelor's degree in Computer Science, Data Science, Industrial Engineering, Operations Research or equivalent with demonstrated strong programming and modeling capabilities.
• Experience developing Digital Twin solutions for semiconductor manufacturing, supply chain, capacity planning, scheduling, or operations optimization is highly preferred.
• Working experience in semiconductor or manufacturing operations simulation modeling using discrete event simulation.
• Working experience in optimization modeling and Operations Research, including Mixed Integer Programming (MIP), Linear Programming (LP), Constraint Programming, and related optimization techniques.
• Knowledge and past experience with cloud solutions, API, GIT, ETL 5+ years of strong software engineering experience with Python and SQL is required.
• Experience with Java and other programming languages is preferred.
• Ability to rapidly learn and apply new technologies and development frameworks is expected.
• Strong problem solving skills with structured & logic approaches, clear & effective communication skills.
• Experience leveraging AI-assisted tools (e.g., Microsoft Copilot, GenieLLM, coding assistants, or related platforms) to improve productivity, software development, analytics, or decision-making workflows.
• Familiarity with Generative AI, Large Language Models (LLMs), prompt engineering, AI agents, or AI-enabled automation concepts.
• Demonstrated ability to learn and adopt new AI technologies and incorporate AI-enabled ways of working into day-to-day engineering and data science activities.

About Micron Technology, Inc. We are an industry leader in innovative memory and storage solutions transforming how the world uses information to enrich life for 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 [e-mail] 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.