Senior Data Scientist
Micron Technology · Fab 10A, Singapore
About this role
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,
Apply for this role on Micron Technology’s official careers site.