Waymo에서 Perception 팀의 Staff TLM을 채용합니다. 자율주행 차량의 시맨틱 이해를 위한 온보드 모델 및 플랫폼을 총괄하며, 머신러닝 및 컴퓨터 비전 분야의 5년 이상 경력과 2년 이상의 팀 리딩 경험이 필수입니다. PyTorch 또는 JAX 활용 능력과 대규모 모델 학습 경험을 갖춘 리더를 찾습니다.
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 driving over 100 million miles on public roads and tens of billions in simulation across 15+ U.S. states.
The Perception team builds the system which learns the spatial-temporal representation and their semantic meanings of the surrounding environment of the self-driving car, i.e., the system that “perceives” the world around the car. We work jointly with downstream teams on the optimization and integration into the Waymo Driver. We conduct our own research to address real-world problems and collaborate with research teams at Alphabet. We have access to millions of miles of driving data from a diverse set of sensors, enabling engineers like you to (1) develop methods for efficiently and continuously learn from large scale real-world data, (2) develop models and model training at scale, (3) analyze real-world behavior and develop systems for handling the complexities of interacting with the real-world, and (4) optimize models for our onboard and offboard hardware.
In this hybrid role, you will report to a Senior Staff Technical Lead Manager.
Own an onboard perception model and platform that is critical for semantic understanding
Define the roadmap for the above and plan and execute long term improvements to support Waymo’s scaling goals
Build resilient and high performing teams through people development and hiring,
Make project staffing decisions, technical decisions, drive escalations; ultimately accountable for delivering projects.
Bachelors in Computer Science or a similar discipline, or an equivalent amount of deep learning experience
5+ years experience in Machine Learning and/or Computer Vision
2+ years in managing ML engineering or research teams
Experience with Python
Experience with ML frameworks like PyTorch or JAX
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, RSS, NeurIPS, AAAI, IJCV, PAMI
Experience with C++
Experience with real-time system design
The expected base salary range for this full-time position across US locations 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. Your recruiter can share more about the specific salary range for the role location or, if the role can be performed remote, the specific salary range for your preferred location, during the hiring process.
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.
Salary Range
$251,000—$310,000 USD
