AI Performance Optimization Team Lead

Lightning AI
Full-time
San Francisco, California, United States
$225,000-$275,000
Posted on 3 days ago

Job Description

Lightning AI is seeking a skilled AI Optimization Leader to optimize training and inference workloads using the Lightning stack. This role involves deep learning research, compiler development, and large-scale system optimization, impacting customer success and revenue generation. The position requires a hybrid work model with in-office requirements.

Responsibilities

  • Own technical direction of model optimization efforts
  • Advance compiler technology
  • Ensure optimizations are accessible to end users
  • Design and implement profiling and debugging tools
  • Collaborate with hardware vendors
  • Contribute to open-source projects
  • Engage with researchers and engineers
  • Work cross-functionally with product and engineering teams

Requirements

  • Strong expertise with deep learning frameworks
  • Hands-on experience profiling models
  • Experience with model optimization techniques
  • Deep understanding of compiler internals
  • Experience with CUDA, Triton, or GPU programming
  • Knowledge of distributed computing
  • Familiarity with software engineering practices
  • Proven track record contributing to open-source projects
  • Excellent collaboration and communication skills
  • Bachelor’s degree in Computer Science or related field

Benefits

  • No benefits