SMAI Senior Data Scientist

micron semiconductor asia operations pte. ltd.; Singapore; On-site; SGD 90,000 - 130,000; Full time

Job summary

Micron Semiconductor Asia Operations Pte. Ltd. seeks a Data Science Engineer to leverage mathematics, statistics, semiconductor physics, and information technology to uncover data patterns for predictive models and actionable insights.

You will collaborate with Data Scientists, Data Engineers, and UX teams to identify questions, develop software, and automate processes for cleansing and evaluating large, diverse datasets from multiple sources.

Qualifications

• Bachelor's degree in Computer Science, Data Science, Industrial Engineering, Operations Research or equivalent.
• Experience in semiconductor industry and digital twin concepts is desirable.
• Experience with discrete event simulation, optimization modeling, or OR techniques is beneficial.

Responsibilities

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

Skills

Strong problem solving

Clear communication

Education

Bachelor's degree in Computer Science

Tools

Java

Python

SQL

HTML

C/C++

CSS

GIT

ETL

API

Job description

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