Назад
2 часа назад

Staff Tech Lead, Perception, Pre-training & Distillation (AI)

251 000 - 310 000$
Формат работы
onsite
Тип работы
fulltime
Грейд
lead
Английский
c1
Страна
US
Вакансия из списка Hirify.GlobalВакансия из Hirify Global, списка международных tech-компаний
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Описание вакансии

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TL;DR
Staff Tech Lead, Perception, Pre-training & Distillation (AI): Training and delivering multi-billion-parameter spatio-temporal foundation models for autonomous driving with an accent on self-supervised learning, large-scale datasets, and model distillation. Focus on developing real-time production models, evaluating latent representations, and shaping technical roadmaps for perception systems.

Location: On-site in Mountain View, California, or San Francisco, California

Salary: $251,000–$310,000 USD annual base salary, plus discretionary annual bonus, equity incentive plan, and company benefits.

Company

Waymo develops autonomous driving technology and operates a fully autonomous ride-hailing service powered by the Waymo Driver.

What you will do

  • Train multi-billion-parameter spatio-temporal foundation models on multi-billion-frame datasets.
  • Deliver pre-trained models for production use, including real-time systems.
  • Develop self-supervised learning methods for image and video encoders, 3D point cloud encoders, spatio-temporal reconstruction, future prediction, and vision-language contrastive learning.
  • Design multi-teacher distillation recipes and methods for evaluating latent representations.
  • Curate diverse datasets and collaborate with post-training and downstream teams on production integration.
  • Contribute to technical roadmaps for perception and autonomous driving systems.

Requirements

  • MS or PhD in Computer Science or a similar discipline, or equivalent deep learning experience.
  • 5+ years of experience in machine learning and/or computer vision.
  • Fluent Python programming skills.
  • In-depth experience with PyTorch or JAX.
  • Ability to work on-site in Mountain View or San Francisco, California.

Nice to have

  • Publications at top-tier machine learning or computer vision conferences and journals.
  • Experience with C++.
  • Experience with real-time system design.

Culture & Benefits

  • Access to millions of miles of real-world driving data from diverse sensors.
  • Collaboration with research teams at Alphabet and downstream Waymo Driver teams.
  • Eligibility for a discretionary annual bonus program and equity incentive plan.
  • Company benefits program, subject to eligibility requirements.

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