Staff Tech Lead, Machine Learning Engineer, Perception

Waymo·Mountain View, California, United States; San Francisco, California, United States·9 дек.

Staff Tech Lead, Machine Learning Engineer, Perception

🏢 ОфисSeniorПолная занятость

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Наша компания

Waymo is an autonomous driving technology company with the mission to be the world's most trusted driver. Since its start as the Google Self-Driving Car Project in 2009, Waymo has focused on building the Waymo Driver—The World's Most Experienced Driver™—to improve access to mobility while saving thousands of lives now lost to traffic crashes. The Waymo Driver powers Waymo’s fully autonomous ride-hail service and can also be applied to a range of vehicle platforms and product use cases. The Waymo Driver has provided over ten million rider-only trips, enabled by its experience autonomously drivi

О роли

In this hybrid role, you'll report to a Staff Technical Lead Manager.

Чем предстоит заниматься

Lead the design and development of multi-sensor, multi-task model architectures for dense and complete scene understanding with a focus on key tasks including object detection, occupancy prediction, road understanding, and trajectory planning

Architect and develop the foundational modeling libraries and software powering model development and experimentation

Design and implement scalable core model components, including sensor encoders, sensor fusion modules, backbones, and temporal aggregation / memory blocks

Adapt SOTA ML technologies to unique compute requirements, leading optimizations for latency, throughput, and memory to operate efficiently within strict compute budgets

Drive rapid prototyping by building and maintaining flexible pipelines and development environments for fast iteration on novel model designs, enabling seamless integration of field advancements and in-depth analysis of model training dynamics and learned representations

Наши требования

Bachelors in Computer Science or a similar discipline, or an equivalent amount of deep learning experience

7+ years experience in Machine Learning and/or Computer Vision

Strong expertise in Python and C++ and a solid software engineering background

Experience with ML frameworks like PyTorch, JAX, or Tensorflow

MS or PhD Degree in Machine Learning, Robotics, Computer Science or a similar discipline

Publications at top-tier conferences like CVPR, ICCV, ECCV, ICLR, ICML, ICRA, IROS, RSS, NeurIPS, AAAI, IJCV, PAMI

Salary Range

Дополнительно

The expected base salary range for this full-time position is listed below. Actual starting pay will be based on job-related factors, including exact work location, experience, relevant training and education, and skill level. Waymo employees are also eligible to participate in Waymo’s discretionary annual bonus program, equity incentive plan, and generous Company benefits program, subject to eligibility requirements

$251,000—$310,000 USD

Waymo

Mountain View, California, United States; San Francisco, California, United States

ГрейдSenior

ЗанятостьПолная занятость

РегионСША

ФорматОфис

ИсточникСкрыто

Опубликовано9 дек.

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