
Staff Engineer, Inference Optimizations
DigitalOceanabout 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