5 часов назад
Principal Machine Learning Infrastructure Researcher (AI)
300 000 - 350 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Principal Machine Learning Infrastructure Researcher (AI): Building performance-modeling tools and rack-scale reference platforms for photonics-enabled AI and HPC systems across training and inference workloads with an accent on ML systems research, hardware performance evaluation, and large-scale network topologies. Focus on designing high-performance architectures, analyzing GPU/TPU and interconnect trade-offs, publishing novel research, and leading a small machine learning engineering team.
Location: Mountain View, California, United States; flexible hybrid workplace model.
Salary: $300,000–$350,000 USD annual on-target earnings.
Company
Develops photonics-based data center infrastructure for extreme-scale AI and high-performance computing workloads, including 3D-stacked optical interconnect technology.
What you will do
- Track advances in machine learning research and act as the machine learning subject-matter expert.
- Build tools to model the performance of photonics-enabled systems across training and inference workloads for current AI models.
- Design customer reference platforms and high-performance rack-scale systems with product and solutions architecture teams.
- Generate performance analyses and collaborate with research, product, solutions architecture, and engineering functions.
- Publish research papers at leading conferences and journals, and contribute to whitepapers and technical content.
- Lead a small team of machine learning engineers and deliver published research results.
Requirements
- PhD in computer science, electrical engineering, or a related field, plus at least 10 years of industry or research experience.
- Strong background in machine learning systems research, performance evaluation, and performance modeling.
- Hands-on experience with machine learning and deep learning methods, including extensive knowledge of large language model training and inference frameworks.
- Academic publications in relevant journals and industry conferences.
- Strong knowledge of AI compute and networking technologies, including GPUs, TPUs, Ethernet, InfiniBand, and NVLink, as well as their topologies and trade-offs.
- Proven experience leading a team to deliver published results.
Nice to have
- Creative problem-solving and first-principles thinking in ambiguous and evolving environments.
- Ability to communicate complex research outcomes and technical concepts to internal and external partners.
- Experience working across research, product, and business functions.
- Experience managing engineers and leading projects in high-speed, high-precision environments.
Culture & Benefits
- Flexible hybrid workplace model.
- Medical, dental, and vision coverage.
- Retirement savings matching program.
- Vacation, sick leave, public holidays, and paid family leave.
- Life insurance, disability coverage, training and development, commuter benefits, and equity grants for full-time employees.
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