Staff Machine Learning Engineer, Multi-Modal Perception Waymo Mountain View, CA USA; San Franci[...]

Neura Market; Mountain View (CA); Hybrid; USD 251,000 - 310,000; Full time

Job summary

Waymo is seeking a seasoned ML/Computer Vision Engineer to advance the Waymo Driver stack. You will own ML tasks, optimize performance, and scale solutions for real-world autonomous driving. The role requires deep learning expertise and hands-on Python with PyTorch or JAX in a production setting.

You will analyze and monitor ML systems, build AI-aided debugging tools, and develop metrics for safety-critical issues while collaborating with cross-functional teams across the Waymo Driver program.

Qualifications

• Bachelor's degree in Computer Science or a closely related field or equivalent deep learning experience.
• 5+ years of experience in Machine Learning and Computer Vision.
• Experience with Python and ML frameworks such as PyTorch or JAX.

Responsibilities

• Own tasks in ML Driver, scaling tasks and improving performance.
• Analyze real-world behavior of ML systems and identify root causes.
• Monitor production ML systems and develop automatic issue detection and debugging tooling.
• Develop and maintain metrics for AV-relevant issues, including safety-critical ones.

Skills

Python

Machine Learning

Computer Vision

Education

Bachelor's degree in Computer Science or equivalent

Tools

PyTorch

JAX

C++

Job description

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 autonomously driving vehicle (ADV), 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 learning from large scale real-world data, to (2) develop models and model training at scale, to (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 Technical Lead Manager.

You will:

• Own tasks in the ML Driver, take responsibility for task scaling and task performance, create ML methods and recipes to scale and improve tasks.
• Analyze behavior of ML systems in real-world application, identify issues and root causes, advise or develop short- and long-term solutions.
• Monitor ML systems in production, develop methods for automatically detecting issues or regressions, develop AI-aided analysis and debugging tooling.
• Develop and maintain metrics for ADV relevant issues, including safety-critical and longtail issues.

You have:

• Bachelors in Computer Science or a similar discipline, or an equivalent amount of deep learning experience
• 5+ years experience in Machine Learning and Computer Vision
• Experience with Python
• Experience with ML frameworks like PyTorch or JAX

We prefer:

• 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
• Experience with C++

The salary and benefits:

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