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Machine Learning FEA Engineer

Apple· Hardware
Apply on company site
Hybrid (Culver City, CA / Cupertino, CA)$142.3k - $263.3kFull-timePosted 6mo ago

About the role

Role focused on developing and implementing machine learning methods based on predictive finite element simulations to drive rapid design iterations for Apple products, integrating with the product design team from early stages to optimize design trade-offs and assess risks.

Responsibilities

  • Develop and implement ground-breaking machine learning methods based on predictive finite element simulations and important design load cases.
  • Drive rapid design iterations by assessing potential risks and optimizing design trade-offs using ML models.
  • Be fully integrated with the product design team from the earliest stages to engineer ground breaking products.

Qualifications

  • M.S. in Computer Science, Machine Learning, Mechanical Engineering, or a similar discipline along with 3+ years of relevant experience
  • Strong expertise in Machine Learning, Deep Learning, and Optimization
  • Knowledges of Finite Element Analysis and/or other numerical methods in computational physics and mechanics
  • Proficiency in Python and relevant packages for ML
  • Strong expertise in GNNs, CNNs, and transformer-based architectures
  • Ability to work independently in a fast-paced environment
  • Excellent cross-functional collaboration and written and verbal communication skills
  • Ph.D. in Computer Science, Machine Learning, Mechanical Engineering, or a similar discipline (preferred)
  • Publications in top journals or conferences (preferred)

Skills

Required:Machine LearningFinite Element AnalysisPythonGNNs
Nice to have:CNNsTransformers

Benefits

  • Comprehensive medical and dental coverage
  • retirement benefits
  • discounted products and free services
  • reimbursement for certain educational expenses including tuition
  • discretionary bonuses or commission potential and relocation may be eligible
Last updated Oct 23, 2026. Interested? Apply on the company site.

About Apple

Discover the innovative world of Apple and shop everything iPhone, iPad, Apple Watch, Mac, and Apple TV, plus explore accessories, entertainment, and expert device support.

Discover the innovative world of Apple and shop everything iPhone, iPad, Apple Watch, Mac, and Apple TV, plus explore accessories, entertainment, and expert device support.

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