Machine Learning Engineer - Perception Mapping

Reposted 17 Days Ago
Foster City, CA, USA
Hybrid
189K-227K Annually
Senior level
Artificial Intelligence • Machine Learning • Robotics • Software • Transportation • Design • Manufacturing
Zoox is an autonomous mobility company that’s created a purpose-built robotaxi to give the world a better way to ride.
The Role
The role involves designing, training, and validating machine learning models for semantic mapping in autonomous vehicles, while collaborating with validation teams and ensuring coding best practices.
Summary Generated by Built In
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

Top Skills

C++
Numpy
Python
PyTorch
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The Company
HQ: Foster City, CA
2,900 Employees
Year Founded: 2014

What We Do

Zoox is an autonomous mobility company that was founded to provide a safer, cleaner, and more enjoyable future on the road. To achieve that goal, the company has spent the past 10 years creating a purpose-built robotaxi that gives the world a better way to ride.

Why Work With Us

At Zoox, we are working to solve one of the greatest technological challenges of our generation. From the beginning, we have been focused on our goal of reimagining transportation from the ground up. We are a mission-driven community of innovators working together to create a safer, cleaner, and more enjoyable future on the road.

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