Staff Data Scientist, SMAI

Posted Yesterday
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Singapore, SGP
In-Office
Senior level
Artificial Intelligence • Hardware • Information Technology • Machine Learning
Your talent powers our future.
The Role
Design and implement analytics, simulation, optimization, and digital twin solutions for semiconductor manufacturing. Develop software, models, and AI/LLM-enabled tools to analyze large unstructured data, optimize operations, and communicate insights to product and operations teams while driving global collaboration and continuous improvement.
Summary Generated by Built In
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.
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, simulation and optimization models, 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
  • Leverage Artificial Intelligence (AI), Large Language Models (LLMs), and AI-assisted development tools to accelerate analytics, software development, simulation modeling, and solution delivery.
  • Apply Generative AI and Agentic AI concepts to enhance productivity, automate repetitive engineering activities, improve decision support, and enable scalable digital transformation solutions.
  • Evaluate emerging AI technologies and identify opportunities to incorporate AI-enabled capabilities into planning, operations optimization, and digital twin solutions.

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.
  • Experience developing Digital Twin solutions for semiconductor manufacturing, supply chain, capacity planning, scheduling, or operations optimization is highly preferred.
  • Working experience in semiconductor or manufacturing operations simulation modeling using discrete event simulation
  • Working experience in optimization modeling and Operations Research, including Mixed Integer Programming (MIP), Linear Programming (LP), Constraint Programming, and related optimization techniques.
  • Knowledge and past experience with cloud solutions, API, GIT, ETL
  • 5+ years of strong software engineering experience with Python and SQL is required. Experience with Java and other programming languages is preferred. Ability to rapidly learn and apply new technologies and development frameworks is expected.
  • Strong problem solving skills with structured & logic approaches, clear & effective communication skills
  • Experience leveraging AI-assisted tools (e.g., Microsoft Copilot, GenieLLM, coding assistants, or related platforms) to improve productivity, software development, analytics, or decision-making workflows.
  • Familiarity with Generative AI, Large Language Models (LLMs), prompt engineering, AI agents, or AI-enabled automation concepts.
  • Demonstrated ability to learn and adopt new AI technologies and incorporate AI-enabled ways of working into day-to-day engineering and data science activities.

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.
To learn more, please visit micron.com/careers
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 [email protected]
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.
AI alert: Candidates are encouraged to use AI tools to enhance their resume and/or application materials. However, all information provided must be accurate and reflect the candidate's true skills and experiences. Misuse of AI to fabricate or misrepresent qualifications will result in immediate disqualification.
Fraud alert: Micron advises job seekers to be cautious of unsolicited job offers and to verify the authenticity of any communication claiming to be from Micron by checking the official Micron careers website in the About Micron Technology, Inc.

Skills Required

  • Bachelor's degree in Computer Science, Data Science, Industrial Engineering, Operations Research or equivalent with strong programming and modeling capabilities.
  • 5+ years of software engineering experience with Python and SQL.
  • Experience developing Digital Twin solutions for semiconductor manufacturing, supply chain, capacity planning, scheduling, or operations optimization.
  • Working experience in semiconductor or manufacturing operations simulation modeling using discrete event simulation.
  • Working experience in optimization modeling and Operations Research, including Mixed Integer Programming (MIP), Linear Programming (LP), and Constraint Programming.
  • Knowledge and past experience with cloud solutions, APIs, Git, and ETL processes.
  • Experience leveraging AI-assisted tools (e.g., Microsoft Copilot, GenieLLM, coding assistants) to improve productivity or development workflows.
  • Familiarity with Generative AI, Large Language Models (LLMs), prompt engineering, AI agents, or AI-enabled automation concepts.
  • Experience with Java or other programming languages.
  • Strong problem solving skills with structured logical approaches and clear, effective communication skills.
  • Demonstrated ability to learn and adopt new AI technologies and incorporate AI-enabled ways of working.

Micron Technology Compensation & Benefits Highlights

  • Retirement Support A dollar-for-dollar 401(k) match up to 5% of pay, with pre-tax, Roth, and after-tax options, and access to retirement planning tools underpin long-term savings. Recent materials also note student-loan match integration counted toward the same 5% cap.
  • Equity Value & Accessibility An Employee Stock Purchase Plan offers a 15% discount on Micron shares, and eligible roles may receive RSUs at management discretion alongside performance bonuses. Stock and incentive components can materially lift total compensation in stronger business cycles.
  • Healthcare Strength Comprehensive medical, dental, and vision options are paired with onsite or near-site health centers at many U.S. locations, an EAP with free counseling sessions, and employer HSA seed-and-match contributions. 2026 options include Blue Cross and Cigna (plus Kaiser HMO in select sites), and Boise’s onsite clinic lists about a $10 copay for covered members.

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The Company
HQ: Boise, ID
45,000 Employees
Year Founded: 1978

What We Do

We are a world leader in innovative memory solutions that transform how the world uses information to enrich life for all. For over 45 years, our company has been instrumental to the world’s most significant technology advancements, delivering optimal memory and storage systems for a broad range of applications.

Why Work With Us

Global opportunities, team member development, and career advancement—Micron invests in you and celebrates your skills, a growth mindset, and the tenacity to strive. At Micron, everyone innovates.

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Micron Technology Offices

Hybrid Workspace

Employees engage in a combination of remote and on-site work.

Micron recognizes the importance of maintaining a healthy work-life balance to foster a culture of collaboration, innovation and meet the needs of the business. In alignment with these values, we offer four flexible work arrangement options

Typical time on-site: Flexible
HQBoise, ID
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Folsom, CA
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Longmont, CO
Madhapur, Telangana
Manassas, VA
Milpitas, CA
Singapore, SG
Singapore, SG
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Ulsoor, Bengaluru
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