Senior Data Scientist

Micron Technology
Singapore
Workplace: OnsiteFull timeFunction: Data Science & Machine LearningExperience: 5+ yearsSkills: ["Communication","Stakeholder management","Problem solving","Structured thinking","Adaptability"]

Build AI/ML and agentic solutions for assembly and test production planning, collaborating with domain experts to translate planning problems into coordinated multi-agent systems. Develop RAG/LLM approaches using advanced retrieval strategies, then productionalize systems with unit testing, guardrails, and performance/cost optimizations. Mentor junior data scientists while implementing monitoring, logging, and observability across agentic workflows.

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FursaFursa
Micron Technology
Micron Technology
4 months ago

Senior Data Scientist

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Source: Company careers pageValidated by: Fursa AI
Last checked: 6 hours agoStatus: Live

Job Summary

Build AI/ML and agentic solutions for assembly and test production planning, collaborating with domain experts to translate planning problems into coordinated multi-agent systems. Develop RAG/LLM approaches using advanced retrieval strategies, then productionalize systems with unit testing, guardrails, and performance/cost optimizations. Mentor junior data scientists while implementing monitoring, logging, and observability across agentic workflows.
Location: Singapore
Workplace: Onsite
Employment Type: Full time
Job Function: Data Science & Machine Learning
Seniority: Mid level

Key Responsibilities

  • •Translate complex production planning problems into AI/ML and agentic solutions using domain expertise.
  • •Design and implement multi-agent systems and orchestration frameworks for assembly/test planning and operations.
  • •Develop RAG/LLM retrieval strategies, including hybrid search, re-ranking, and contextual compression.
  • •Productionalize solutions with unit testing, guardrails, hallucination detection, and output validation.
  • •Mentor junior data scientists and ensure comprehensive monitoring, logging, and observability for agentic systems.

Key Requirements

  • •Master’s or Ph.D. in Computer Science, Data Science, Operations Research, Mathematics, or a related quantitative field.
  • •5+ years of industry experience in Data Science, applying data science methodologies, machine learning, and statistical modeling.
  • •Hands-on experience in Generative AI/LLM projects with strong knowledge of LLMs, agents, and machine learning.
  • •Proficiency in Python, plus experience building streamlit dashboards and APIs.
  • •Experience using Agile/Sprint and software development lifecycle practices (JIRA, release/configuration management) and relevant tooling.
Experience:5+ yearsGenerative AILLMAgentic systemsRAGMachine learningProduction planningSemiconductor manufacturing
Skills:CommunicationStakeholder managementProblem solvingStructured thinkingAdaptability
Tech Stack:PythonLLMAgentsRAGStreamlitTableauPower BIAPIGoogle Cloud PlatformGitBitbucketDockerKubernetesJiraAgileUnit testingMonitoringLoggingObservability

Company Brief

Micron Technology
Designs and manufactures semiconductor memory and storage solutions, including DRAM, NAND, and NOR flash, for computing, networking, mobile, and automotive markets worldwide.
Industry: Electronics Manufacturing
Company Size: Enterprise (1,001+ employees)
Revenue: USD 1B+
Growth: Public Company
Valuation: Public Company (Market Cap in USD)
Funding: IPO / Publicly Listed
Headquarters: Boise, United States
Founded: 1978
Glassdoor
Glassdoor: 3.7
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