7 месяцев назад
Research Engineer (AI)
350 000 - 475 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Research Engineer (AI): Designing, optimizing, and maintaining compute foundations for large-scale language model training with an accent on developing high-performance ML kernels and improving distributed compute stacks. Focus on collaborating with researchers to bridge algorithmic design with hardware efficiency.
Location: San Francisco, California
Compensation: $350,000 - $475,000 USD
Company
empowers humanity through advancing collaborative general intelligence.
What you will do
- Design and implement custom ML kernels for core LLM operations optimized for modern GPU architectures.
- Collaborate with research teams to align kernel-level optimizations with model architecture.
- Develop and maintain a library of reusable kernels and performance benchmarks.
- Contribute to infrastructure stability and scalability, ensuring reproducibility and high utilization of compute resources.
- Document and share insights through internal talks and open-source contributions.
Requirements
- Bachelor’s degree or equivalent experience in relevant fields.
- Strong engineering skills and ability to debug complex codebases.
- Understanding of deep learning frameworks like PyTorch and JAX.
- Proficiency in CUDA, CuTe, Triton, or other GPU programming frameworks.
- Demonstrated ability to analyze and optimize compute-intensive workloads.
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