ASIC Gen-AI Data Scientist

Micron Technology
San Jose, Minneapolis
Workplace: OnsiteFull timeUSD 119,000 - 286,000 annuallyFunction: Data Science & Machine LearningSkills: ["Technical communication","Innovation leadership","Cross-functional collaboration"]

Build and improve GenAI and agentic systems that support ASIC semiconductor engineering workflows, including code generation, data extraction, analytics, documentation automation, and failure triage. Engineer and optimize LLM-based workflows using prompting and retrieval-augmented generation (RAG/Graph-RAG), plus benchmarking and quality evaluation. Develop and productionize ML/deep learning models for prediction and anomaly/failure analysis, then deploy and monitor solutions in cloud environments while communicating results across technical and non-technical stakeholders.

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FursaFursa
Micron Technology
Micron Technology
1 week ago

ASIC Gen-AI Data Scientist

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Job Summary

Build and improve GenAI and agentic systems that support ASIC semiconductor engineering workflows, including code generation, data extraction, analytics, documentation automation, and failure triage. Engineer and optimize LLM-based workflows using prompting and retrieval-augmented generation (RAG/Graph-RAG), plus benchmarking and quality evaluation. Develop and productionize ML/deep learning models for prediction and anomaly/failure analysis, then deploy and monitor solutions in cloud environments while communicating results across technical and non-technical stakeholders.
Location: San Jose, Minneapolis
Workplace: Onsite
Employment Type: Full time
Job Function: Data Science & Machine Learning
Seniority: Mid level

Key Responsibilities

  • •Design, build, and improve GenAI-powered and agentic systems for ASIC engineering workflows including code generation, analytics, documentation automation, and technical knowledge retrieval.
  • •Build, evaluate, and optimize LLM-based workflows with prompting, RAG/Graph-RAG, benchmarking, and quality evaluation.
  • •Develop and productionize ML and deep learning models for classification, regression, anomaly detection, failure analysis, and engineering decision support.
  • •Partner with cross-functional domain experts to translate complex engineering problems into scalable AI/ML and analytics solutions.
  • •Support deployment, monitoring, and operationalization of AI/ML solutions in cloud and enterprise environments and communicate results to stakeholders.

Pay and Benefits

Salary: USD 119,000 - 286,000 annually
Perks:MedicalDentalVisionPaid Leave

Key Requirements

  • •Bachelor’s with 4+ years or Master’s with 2+ in Electrical Engineering, Computer Science, Data Science, Statistics, Artificial Intelligence, or a related field.
  • •2+ years of hands-on experience developing and deploying AI applications in semiconductors or electronics engineering.
  • •Strong programming proficiency in Python.
  • •Familiarity with modern AI coding tools/agentic coding harnesses such as Claude Code, Cursor, Gemini CLI, or similar tools.
  • •Practical experience building and launching AI/ML systems involving LLMs, including RAG, agentic workflows, and evaluation frameworks.
Experience:SemiconductorsElectronicsEngineering
Skills:Technical communicationInnovation leadershipCross-functional collaboration
Tech Stack:PythonClaude CodeCursorGemini CLILLMsRetrieval-augmented generation (RAG)Graph-RAGMachine learningDeep learningPandasScikit-learnMatplotlibPlotlyJavaScriptHTMLCSSGCPAWSAzure

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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