Senior ML Engineer, Perception & Real-World Systems

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 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.