Senior Data Scientist - AI & Big Data for Semiconductors

Micron; Singapore; On-site; SGD 90,000 - 150,000; Full time

Job summary

Micron Technology, Inc. in Singapore seeks a Data Science Engineer to uncover patterns in large data sets and develop predictive models and automated processes.

You will work with Data Scientists, Data Engineers, and UX teams to identify questions, develop software programs, and apply AI-enabled insights across products and operations. The role emphasizes exploring new ideas, integrating AI-assisted tools, and collaborating with global teams to optimize production metrics in a fast-paced

Qualifications

• Bachelor's degree in Computer Science, Data Science, Industrial Engineering, Operations Research or equivalent with demonstrated strong programming and modeling capabilities.
• Past experience in semiconductor industry, especially in semiconductor operations digital twin.
• Working experience in semiconductor or manufacturing operations simulation modeling using discrete event simulation.
• Working experience in optimization modeling or Operations Research using mixed integer programming, linear programming, etc.
• Knowledge and past experience with cloud solutions, API, GIT, ETL.
• 3+ years of experience in Java, Python, SQL, HTML, C/C++, CSS, with fast learning in programming languages.
• Strong problem solving skills with structured & logic approaches, clear & effective communication skills.

Responsibilities

• Design, develop, and program methods, processes, and systems to consolidate and analyze unstructured big data 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, and automated processes to cleanse, integrate, and evaluate large datasets from multiple sources.
• Identify meaningful insights from large data and metadata sources.
• Interpret and communicate insights and findings to product, service, and business managers.
• Explore and apply new frontier ideas, concepts and technology to enable breakthrough solutions at Micron.
• Collaborate with management, departments, and global sites to identify optimization opportunities and improve production metrics.
• Drive global collaboration, alignment, and benchmarking of optimization and simulation solutions in planning & operations.
• Integrates AI-assisted tools and insights into daily work to improve efficiency, quality, or effectiveness.
• Contributes to a culture of continuous improvement by identifying, testing, and sharing AI-enabled enhancements.

Skills

Java

Python

SQL

HTML

C/C++

CSS

Problem solving

Communication

AI literacy

Education

Bachelor's degree in Computer Science, Data Science, Industrial Engineering, Operations Research or equivalent

Semiconductor industry experience

Tools

Cloud solutions

API

Git

ETL

Job description

Micron Technology, Inc. in Singapore seeks a Data Science Engineer to uncover patterns in large data sets and develop predictive models and automated processes.

You will work with Data Scientists, Data Engineers, and UX teams to identify questions, develop software programs, and apply AI-enabled insights across products and operations. The role emphasizes exploring new ideas, integrating AI-assisted tools, and collaborating with global teams to optimize production metrics in a fast-paced