Senior Data Scientist, SMAI

micron; Singapore; On-site; SGD 80,000 - 120,000; Full time

Job summary

Micron Technology, Inc. is seeking a Data Science Engineer in Singapore to apply mathematics, statistics, semiconductor physics, and information technology to uncover patterns and build predictive models.

You will work with seasoned data scientists, data engineers, and UX teams to identify questions and create data-driven solutions. You will interact with product and service teams to identify questions and issues for data analysis, develop software to cleanse and evaluate large datasets, and

Qualifications

• Bachelor's degree in Computer Science, Data Science, Industrial Engineering, Operations Research or equivalent.
• Past experience in semiconductor industry, especially in semiconductor operations digital twin.
• Experience in semiconductor or manufacturing operations simulation modeling using discrete event simulation.
• Experience in optimization modeling or Operations Research using linear and integer programming.
• Knowledge of cloud solutions, APIs, Git, ETL.
• 3+ years of experience in Java, Python, SQL, HTML, C/C++, CSS with fast learning.
• Strong problem solving and communication skills.

Responsibilities

• Design, develop, and program methods to consolidate and analyze big data sources for actionable insights.
• Interact with product and service teams to identify questions for data analysis and experiments.
• Develop and code software programs, algorithms, and automated processes to cleanse and evaluate large datasets.
• Identify meaningful insights from large data and metadata sources.
• Interpret and communicate insights to product, service, and business managers.
• Explore and apply new ideas and technology to enable breakthrough solutions at Micron.
• Collaborate with management and global sites to identify optimization opportunities and improve production metrics.
• Drive global collaboration and benchmarking of optimization and simulation solutions in planning & operations.

Skills

Java

Python

SQL

C/C++

HTML

CSS

Discrete event simulation

Optimization modeling

Big data analysis

Communication skills

Education

Bachelor's degree in CS/DS/IE/OR

Tools

Git

ETL tools

Cloud platforms

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

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

About Micron Technology, Inc.

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