Principal AI/ML Engineer, Validation Strategy & Test Architecture

Micron Technology
Boise
Workplace: OnsiteFull timeUSD 134,000 - 247,000 annuallyFunction: Architecture & Urban PlanningExperience: 8+ yearsEducation: bachelorsSkills: ["Cross-functional collaboration","Data-driven decision-making","Test and validation domain expertise","Enablement","Problem-solving"]

Design, develop, and deploy AI/ML solutions for firmware and hardware validation through the ViSTA AI/ML team. Build models for automated root-cause analysis, failure forecasting, and failure-signature recognition, plus dashboards for validation decisions. Create AI-driven test selection and coverage optimization, including AI-powered test generation and adaptive, self-healing test execution. Partner with firmware and hardware teams to translate validation expertise into ML features and scale adoption across validation workflows.

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FursaFursa
Micron Technology
Micron Technology
1 month ago

Principal AI/ML Engineer, Validation Strategy & Test Architecture

✓ Verified Job

Canonical indexed version, validated from employer's careers page.

Source: Company careers pageValidated by: Fursa AI
Last checked: 20 hours agoStatus: Live

Job Summary

Design, develop, and deploy AI/ML solutions for firmware and hardware validation through the ViSTA AI/ML team. Build models for automated root-cause analysis, failure forecasting, and failure-signature recognition, plus dashboards for validation decisions. Create AI-driven test selection and coverage optimization, including AI-powered test generation and adaptive, self-healing test execution. Partner with firmware and hardware teams to translate validation expertise into ML features and scale adoption across validation workflows.
Location: Boise
Workplace: Onsite
Employment Type: Full time
Job Function: Architecture & Urban Planning
Seniority: Mid level

Key Responsibilities

  • •Develop ML models for automated root cause analysis of validation and test failures.
  • •Build predictive analytics for failure forecasting, risk identification, and failure-signature recognition.
  • •Create validation intelligence dashboards and support data-driven engineering decisions.
  • •Implement AI-driven test selection/prioritization and systems to identify test coverage gaps and redundancies.
  • •Develop AI-powered test generation, adaptive/self-healing test execution, and integrate LLMs into validation workflows.

Pay and Benefits

Salary: USD 134,000 - 247,000 annually
Perks:MedicalDentalVisionPaid LeavePaid Holidays

Key Requirements

  • •8+ years of industry experience with a Bachelor’s degree in Computer Science, Computer Engineering, Data Science, Electrical Engineering, or a related technical field
  • •7+ years of software development experience, primarily using Python
  • •Strong foundation in machine learning fundamentals, including model evaluation and feature engineering
  • •Hands-on experience with ML frameworks such as scikit-learn, TensorFlow, or PyTorch
  • •Experience deploying and maintaining ML models in production environments
Experience:8+ yearsSemiconductorFirmwareHardware validationML in production
Education:Bachelor's
Skills:Cross-functional collaborationData-driven decision-makingTest and validation domain expertiseEnablementProblem-solving
Tech Stack:PythonScikit-learnTensorFlowPyTorchLarge Language Models (LLMs)NLPCI/CDMLOpsDashboards

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
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Glassdoor: 3.7
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