Senior / Staff Machine Learning Engineer - Perception Mapping

Zoox

Full Time United States Hybrid

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Job Description

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.

As a software engineer on the perception mapping team, you will be a key contributor to Zoox’s online mapping initiative. You will design, train, validate, and integrate into the stack ML models that detect semantic map elements in the world. Your work will touch on all aspects of ML development, including data gathering, labeling, training, validation, and onboard integration. Your work will enable important milestones to scaling and autonomy capabilities and will be critical to the success of Zoox.

In this role, you will:

Curate, validate, and label datasets for model training and validation
Research, implement, and train ML models to perform semantic map element detection
Closely collaborate with validation teams to formulate and execute model validation pipelines
Integrate models into the greater onboard autonomy system within compute budgets
Be a technical leader on the team, maintaining coding and ML development best practices and contributing to architectural decisions

Qualifications:

MS or PhD or equivalent experience (5+ years) in Computer Science or related field
Experience in computer vision or robotics
Experience with training and deploying deep learning models
Experience with with Python libraries (pytorch, numpy)

Bonus Qualifications:

Experience with C++
Experience with CUDA and/or GPU programming
Experience with mapping related ML techniques

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Zoox

Robotics & Autonomy · 500+ Members · Foster City, CA, United States

Zoox, an Amazon subsidiary, develops an autonomous ride-hailing service and a purpose-built electric robotaxi. Rather than adapting a conventional car, it designed a bidirectional vehicle around autonomous operation, passenger use, and dense urban mobility. The company develops the vehicle, autonomous-driving software, sensing, simulation, fleet systems, and rider experience as one integrated service. Zoox is progressing from testing toward commercial robotaxi operations with safety and controlled deployment at the center of its approach.

All jobs at Zoox

Location

United States Hybrid

Job Overview

Job Posted:

8 months ago

Workplace

Hybrid

Job Type

Full Time

Education

Any

Experience

8+ years

Senior / Staff Machine Learning Engineer - Perception Mapping

Job Description

In this role, you will:

Qualifications:

Bonus Qualifications:

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Company

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Senior / Staff Machine Learning Engineer - Perception Mapping

Job Description

In this role, you will:

Qualifications:

Bonus Qualifications:

Location

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