Software Engineer

4 days ago


Cupertino, California, United States Apple Full time
Job Summary

We are seeking a highly motivated and experienced Software Engineer to join our Machine Learning Platform Technology & Infra team. As a key member of our team, you will be responsible for optimizing end-to-end system performance of distributed machine learning workloads.

Key Responsibilities
  • Engage with ML researchers to optimize end-to-end performance of large scale distributed ML workloads
  • Analyze workload metrics to identify sources of inefficiencies and work with users to understand and optimize ML workloads
  • Conduct workload analysis based on benchmarking key workloads on deployed systems
  • Improve large scale training resiliency by optimizing applications and frameworks for improved recovery from failures and preemptions
  • Influence architecture, design, development, and operations of next generation ML accelerator systems based on workload insights
Requirements
  • Experience working with large scale parallel and distributed accelerator-based systems
  • Experience optimizing performance and AI workloads at scale
  • Experience developing code in one or more of training frameworks (such as PyTorch, TensorFlow or JAX)
  • Experience in performance analysis and optimization experience in Cloud accelerators
  • Deep understanding of computer systems and the interactions between HW and SW
  • Strong communicator with ability to analyze complex and ambiguous problems
  • Programming and software design skills (proficiency in C/C++ and/or Python)
  • Experience working in a high-level collaborative environment and promoting a teamwork mentality
Preferred Qualifications
  • BS or MS in Computer Science or related field
Benefits

At Apple, we offer a comprehensive benefits package, including comprehensive medical and dental coverage, retirement benefits, a range of discounted products and free services, and reimbursement for certain educational expenses.

Additionally, this role may be eligible for discretionary bonuses or commission payments as well as relocation.


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