Senior Data Scientist, SMAI

1100 Micron SemiAsiaOP Pte Ltd; Singapore; On-site; SGD 90,000 - 150,000; Full time

Job summary

Micron is seeking a data analytics professional to design and implement methods for consolidating diverse big data sources into actionable insights for client services and product improvements.

The role involves collaborating with product teams, applying optimization and simulation to production metrics, and communicating findings to management worldwide. A strong foundation in programming and modeling is required along with semiconductor experience.

Qualifications

• Bachelor's degree in Computer Science, Data Science, Industrial Engineering, OR equivalent with strong programming and modeling.
• 3+ years of experience in JAVA, Python, SQL, HTML, C/C++, CSS.
• Experience in semiconductor operations digital twin and discrete event simulation.

Responsibilities

• Design, develop, and program methods to analyze big data for actionable insights.
• Interact with product and service teams to identify questions for data analysis.
• Develop software to cleanse, integrate, and evaluate large datasets from multiple sources.
• Identify meaningful insights from large data and metadata sources.
• Interpret and communicate findings to product, service, and business managers.
• Explore new ideas and technology to enable breakthrough solutions at Micron.
• Drive global collaboration to benchmark optimization and simulation in planning & operations.
• Work with management and sites to identify optimization opportunities and improve production metrics.

Skills

Java

Python

SQL

HTML

C/C++

CSS

Git

ETL

Cloud platforms

APIs

Discrete event simulation

Optimization modeling

Operations Research

Education

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

Tools

GIT

ETL

APIs

Cloud platforms

Simulation tools

Job description

Responsibilities

• 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

• 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 single 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 and demonstrated fast learning capacities in programming languages.
• Strong problem‑solving skills with structured & logical approaches, clear and effective communication skills.

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.

To request assistance with the application process and/or for reasonable accommodations, please contact [e-mail].

Micron does not charge candidates any recruitment fees or unlawfully collect any other payment from candidates as consideration for their employment with Micron.