GrepJob
DigitalOcean

Staff Engineer, Inference Optimizations

DigitalOcean
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about 3 hours ago
Denver, CO, USASenior / Staff+
H1B Sponsor

Base Salary

$191k - $239k/yr

Responsibilities

  • Lead the technical strategy for benchmarking and performance optimizations at the inference engine and GPU kernel layers.
  • Engineer solutions for complex performance issues, including attention layer optimizations and memory management.
  • Implement cutting-edge optimization techniques to maintain DigitalOcean's leadership in the Gen AI landscape.
  • Act as a subject matter expert on modern GPU families and their software stacks.
  • Develop and deploy state-of-the-art quantization techniques to enhance throughput.
  • Provide technical mentorship through code and design reviews.
  • Collaborate with Product Management to translate hardware limits into product features.
  • Contribute to the GPU infrastructure and model performance optimization communities.

Requirements

  • 5+ years of experience in high-performance computing or AI infrastructure.
  • Deep familiarity with the Gen AI landscape, including major model families.
  • Hands-on experience with attention-layer optimizations and parallelization strategies.
  • Comprehensive understanding of NVIDIA and AMD GPU architectures and software ecosystems.
  • Extensive experience with open-source software projects.
  • Excellent system design skills related to low-level GPU programming.
  • Experience acting as a technical lead and driving cross-functional alignment.
  • Deep understanding of GPU architectures and low-level programming.

Benefits

  • Access to resources for career development, including conference reimbursements and LinkedIn Learning courses.
  • Competitive benefits supporting employee well-being, including an Employee Assistance Program and flexible time off.
  • Potential for bonuses and equity compensation based on performance.

Categories

AI & MLData Engineering