Staff Data Scientist: AI-Driven Analytics & Digital Twin

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

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.