Tpu Kernel Engineer (AI)
Мэтч & Сопровод
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Описание вакансии
TL;DR
Tpu Kernel Engineer (AI): Designing and optimizing kernels for TPU to improve performance of large-scale ML systems including research, training, and inference with an accent on low-level optimization and system performance. Focus on debugging kernel performance at assembly level, implementing custom communication algorithms, and adapting models for low-precision inference.
Location: Hybrid with at least 25% office presence in San Francisco, USA
Salary: $280,000 - $560,000 USD annually
Company
is a public benefit corporation focused on creating reliable, interpretable, and steerable AI systems to ensure AI safety and societal benefit.
What you will do
- Identify and address performance issues across ML systems including research, training, and inference
- Design and optimize kernels for TPU
- Provide feedback to researchers on model performance impacts
- Implement low-latency, high-throughput sampling for large language models
- Build quantitative models of system performance and debug kernel performance at assembly level
- Design and implement custom collective communication algorithms
Requirements
- Must have at least a Bachelor's degree or equivalent experience
- Hybrid work format requiring at least 25% office presence in San Francisco
- Visa sponsorship available but not guaranteed for all candidates
- Significant experience optimizing ML systems for TPUs, GPUs, or other accelerators
- Strong track record in low-level optimization and large-scale systems problem solving
- Good communication skills and collaborative mindset
Nice to have
- Experience with ML framework internals
- Background in computer architecture
- Experience with language modeling and transformers
Culture & Benefits
- Competitive compensation including equity and benefits
- Generous vacation and parental leave
- Flexible working hours
- Supportive and collaborative research environment
- Public benefit corporation with focus on ethical AI
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