Senior Data Scientist, SMAI

MICRON SEMICONDUCTOR ASIA OPERATIONS PTE LTD; Singapore; On-site; SGD 90,000 - 140,000; Full time

Job summary

Micron Technology, Inc. is seeking a Data Science Engineer in Singapore to apply mathematical, statistical, and domain knowledge to uncover patterns and build predictive models for products and services.

You will collaborate with Data Scientists, Engineers, and UX teams to identify questions and develop data-driven solutions. You will develop software and automated processes to cleanse and analyze large, diverse data sources, supporting production metrics optimization and strategic decision

Qualifications

• Bachelor's degree in Computer Science, Data Science, Industrial Engineering, Operations Research or equivalent with strong programming and modeling capabilities.
• Semiconductor operations digital twin experience is preferred.
• Experience in semiconductor or manufacturing operations simulation modeling (discrete event) is required.

Responsibilities

• Design and implement methods to analyze unstructured big data and generate actionable insights.
• Interact with product and service teams to define questions for data analysis and experiments.
• Develop software programs, algorithms, and automated processes to cleanse, integrate, and evaluate large datasets from diverse sources.
• Identify meaningful insights from large data and metadata sources.
• Communicate findings to product, service, and business managers.

Skills

Java

Python

SQL

HTML

C/C++

CSS

GIT

ETL

APIs

Problem solving

Communication

Education

Bachelor's degree in Computer Science / Data Science

Tools

Cloud solutions

APIs

Git

ETL tools

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.

As a Data Science Engineer at Micron, you will employ techniques and theories drawn from areas of mathematics, statistics, semiconductor physics, materials science, and information technology to uncover patterns in data from which predictive models, actionable insights, and solutions can be developed.

You will interact with experienced Data Scientists, Data Engineers, Business Areas Engineers, and UX teams to identify questions and issues for data analysis projects and improvement of existing tools. In this position, you will help develop software programs, algorithms and/or automated processes to cleanse, integrate, and evaluate large datasets from multiple disparate sources. There will be significant opportunities to perform exploratory and new solution development activities.

Responsibilities include, but not limited to:

• 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, and 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

AI Responsibilities:

• Integrates AI-assisted tools and insights into daily work to improve efficiency, quality, or effectiveness, exercising sound judgment and complying with organizational standards and legal requirements.
• Contributes to a culture of continuous improvement by identifying, testing, and sharing AI-enabled enhancements within one’s scope of work.
  

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.
• 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 sing mix integer programming, linear programming, etc.
• Knowledge and past experience with cloud solutions, API, GIT, ETL
• 3+ years of past experience in JAVA, Python, SQL, HTML, C/C++, CSS, and with demonstrated fast learning capacities in programing languages
• Strong problem solving skills with structured & logic approaches, clear & effective communication skills

AI Requirements:

• Ability to apply baseline digital fluency and role‑appropriate AI literacy to use AI‑enabled tools responsibly and effectively for research, analysis, content creation, problem‑solving, operational tasks, and achieving business outcomes

About Micron Technology, Inc.

We are an industry leader in innovative memory and storage solutions transforming how the world uses information to enrich lifefor 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.

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.

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.