Senior Data Scientist — AI, Optimization & Digital Twin

Micron; Singapore; On-site; SGD 120,000 - 180,000; Full time

Job summary

Micron Technology, Inc. in Singapore seeks a seasoned data-focused engineer to design, develop, and deploy digital twin solutions and AI-enabled analytics across semiconductor manufacturing and supply chain.

You will collaborate with global teams to turn data into actionable insights that improve production metrics and decision support. You will apply advanced optimization and AI techniques, work with large datasets, and leverage cloud and API integration to accelerate analytics, software

Qualifications

• Bachelor's degree with strong programming and modeling capabilities.
• Experience developing Digital Twin solutions for semiconductor manufacturing, supply chain, capacity planning, scheduling, or operations optimization.
• Experience in semiconductor or manufacturing operations simulation modeling using discrete event simulation.
• Experience in optimization modeling and OR (MIP, LP, CP, etc.).
• Knowledge of cloud solutions, API, GIT, ETL.
• 5+ years of software engineering experience with Python and SQL; Java and other languages preferred.

Responsibilities

• Design, develop, and program methods, processes, and systems to analyze big data for insights and product enhancement.
• Interact with product and service teams to identify questions for data analysis and experiments.
• Develop algorithms, automation processes to cleanse, integrate, and evaluate large datasets from multiple sources.
• Identify meaningful insights from large data and metadata sources.
• Communicate insights to product, service, and business managers.
• Apply AI technologies to accelerate analytics, development, and optimization.

Skills

Python

SQL

AI/ML

LLMs

Discrete Event Simulation

Optimization

Cloud solutions

Git

APIs

Education

Bachelor's degree in Computer Science / Data Science / Industrial Engineering / OR

Tools

Git

ETL

SQL Server

APIs

Job description

Micron Technology, Inc. in Singapore seeks a seasoned data-focused engineer to design, develop, and deploy digital twin solutions and AI-enabled analytics across semiconductor manufacturing and supply chain.

You will collaborate with global teams to turn data into actionable insights that improve production metrics and decision support. You will apply advanced optimization and AI techniques, work with large datasets, and leverage cloud and API integration to accelerate analytics, software