2 часа назад
Staff Tech Lead, Perception, Pre-training & Distillation (AI)
251 000 - 310 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
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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