Staff Data Scientist: AI, Digital Twin & Optimization

Micron Technology; Singapore; On-site; SGD 150,000 - 210,000; Full time

Job summary

Micron Technology is seeking a skilled data/software engineer to design and implement AI-enabled analytics and optimization for semiconductor manufacturing. You will work on big data, digital twin simulations, and AI-assisted tooling to improve production metrics across global sites.

Join a team focused on innovation, collaboration, and advancing data science within a leading memory and storage company. Experience with Python/SQL and OR techniques is essential, with opportunities to influence

Qualifications

• Bachelor's degree in CS, Data Science, Industrial Engineering or Operations Research with strong programming and modeling.
• 5+ years of software engineering experience with Python and SQL; Java and other languages preferred.
• Experience developing Digital Twin solutions for semiconductor manufacturing, supply chain, capacity planning, scheduling, or operations optimization.
• Experience in semiconductor or manufacturing operations simulation using discrete event simulation.
• Knowledge of optimization methods (MIP, LP, CP) and related techniques.
• Familiarity with cloud solutions, APIs, Git, and ETL processes.
• Ability to learn new technologies and development frameworks quickly.

Responsibilities

• Design, develop, and program methods to analyze big data and generate actionable insights for clients and products.
• Collaborate with product and service teams to define questions and experiments for data analysis.
• Develop algorithms, simulations, and automation to cleanse, integrate, and evaluate large datasets from multiple sources.
• Identify meaningful insights from large data and metadata sources and communicate results to stakeholders.
• Explore AI/frontier technologies to enable innovative solutions and improvements.
• Partner with management and global sites to identify optimization opportunities improving production metrics.
• Drive global collaboration to align optimization and simulation solutions in planning and operations.
• Leverage AI tools to accelerate analytics, software development, and decision support.

Skills

Python

SQL

AI/ML

Discrete Event Simulation

Optimization

Cloud

APIs

GIT

ETL

Communication

Education

Bachelor's degree in CS/Data Science/IE/OR

Tools

Git

ETL tools

Cloud platforms

APIs

Job description

Micron Technology is seeking a skilled data/software engineer to design and implement AI-enabled analytics and optimization for semiconductor manufacturing. You will work on big data, digital twin simulations, and AI-assisted tooling to improve production metrics across global sites.

Join a team focused on innovation, collaboration, and advancing data science within a leading memory and storage company. Experience with Python/SQL and OR techniques is essential, with opportunities to influence