Senior Data Scientist

Location: Fab 10A, Singapore

Time Type: Full time

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.

Responsibilities and Task

• Production Planning Optimization: Collaborate with domain experts to translate complex production planning problems (e.g., resource allocation, capacity planning) into AI/ML and Agentic solutions.
• Agentic AI Development:
  • Design and implement multi-agent systems for Assembly and Test Planning and Operation.
  • Build agent orchestration frameworks that coordinate multiple specialized agents (planning, scheduling, resource allocation, quality control).
  • Implement tool-using capabilities, function calling, and agent memory systems.
  • Implement comprehensive monitoring, logging and observability for agentic systems.
• RAG-LLM Development
  • Identify potential data sources for RAG implementation.
  • Develop advanced retrieval strategies including hybrid search, re-ranking, and contextual compression.
• Productionalization & Engineering
  • Develop and maintain comprehensive unit tests for all code components.
  • Implement guardrails, hallucination detection, and output validation.
  • Optimize system performance, latency, token and cost efficiency.
• Mentorship: Guide and mentor junior data scientists, driving best practices in code quality, system architecture and applied AI research.

Required Qualifications & Skills

• Education/Experience:
  • Master’s or Ph.D. in Computer Science, Data Science, Operations Research, Mathematics, or a related highly quantitative field.
  • 5+ years of industry experience in Data Science. Proven track record in data science methodologies, machine learning, and statistical modeling, with hands-on experience in Generative AI/LLM projects.
• Technical Skills:
  • Proficiency in Python, with strong knowledge of LLM, Agents, Machine Learning and Statistical Techniques.
  • Familiarity with building streamlit, dashboards, and API.
  • Project experience in AGILE, Software Development Lifecycle, JIRA, Change management, Release management and Configuration Management.
• Technologies:
  • Google Cloud Platform, Git, Bitbucket.
  • Data visualization tools (Streamlit, Tableau, Power BI, etc..)
  • Docker, Containerization, Kubernetes.
• Soft Skills:
  • Excellent communication skills (written and verbal) and stakeholder management.
  • Ability to work multi-functionally with peers, senior and mid-level management.
  • Strong problem solving skills with structured and logic approaches.
  • Highly organized and adaptable to changing business needs.

Preferred Qualifications

• At least 2 years focused on Generative AI, or LLM applications. Prior experience in building agentic system is highly desirable.
• Knowledge of semiconductor manufacturing and planning processes and systems (e.g., MES, SAP), with experience in resource optimization or line management considered an advantage.

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.