Senior/Staff Machine Learning Engineer - Perception HD Mapping

United States·Foster Citysenior

OtherStaff Machine Learning Engineer

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Quick Summary

Overview

The Perception team at Zoox is fundamental to our autonomous vehicle technology, creating the understanding of the world for our self-driving robots.

Technical Tools

cpppythondeep-learningetlmachine-learning

The Perception team at Zoox is fundamental to our autonomous vehicle technology, creating the understanding of the world for our self-driving robots. We enable safe and efficient navigation in complex environments through sophisticated detection, classification, and tracking systems.

We are seeking highly motivated engineers who thrive on solving complex, real-world challenges and driving technical initiatives end to end. In this role, you will serve as a technical lead within a diverse, collaborative team focused on building scalable HD mapping algorithms, systems, and data pipelines.

As a Machine Learning Engineer on the Perception HD Mapping team, you will play a key role in advancing our 3D mapping capabilities. High-definition 3D maps are foundational to achieving fully autonomous driving, enabling safe and reliable navigation at scale. Your leadership will be instrumental as we accelerate the expansion to new cities and significantly increase the speed and frequency of map updates, ensuring our mapping infrastructure scales efficiently with growing operational demands.

Design and develop novel algorithms and ML models for 2D/3D machine perception and mapping in real-world environments

Contribute to large-scale, automated mapping pipelines

Be a technical leader on the team, maintaining coding and ML development best practices and making architectural decisions

Help to set the vision for the team and build out technical roadmaps

Coordinate cross-functional initiatives and collaborate with engineers from Mapping, Perception, Planner, Simulation, Data Science, and more

Drive the use of metrics and tools to guide development, validate algorithms, and measure progress

MS or PhD or equivalent experience (7+ years) in Computer Science or related field

Experience in computer vision or robotics

Experience with training and deploying deep learning models

Proficiency in Python and/or C++

Experience leading cross-functional projects

Experience with high definition (HD) maps