Senior / Staff Machine Learning Engineer - Perception Attributes

In this role, you will...

• Lead the development of sophisticated behavioral models for vehicles, pedestrians, and cyclists as a key member of the Attributes team within Zoox's Perception department.

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Create and maintain perception attribute models that generate essential signals, enabling our autonomous vehicles to understand and predict the behavior of various road users.

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You will collaborate closely with Prediction and Planning teams to optimize your models' outputs, directly influencing how our autonomous vehicles make real-time driving decisions.

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Work with data labeling and ontology teams on data labeling and ontology definitions of the road users in different attributes and generate auto-labeling or data mining strategies for different attributes.

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You will help shape the future of autonomous mobility by bridging the critical gap between raw perception data and autonomous decision-making.

Qualifications:

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MS/PhD in computer science or related fields with a minimum of 7 years of relevant experience

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Experience with training and deploying Deep Learning models

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Experience with knowledge distillations from large foundation models

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Experience with production Machine Learning pipelines: dataset creation, training frameworks, metrics pipelines

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Fluency programming in Python and extensive experience with algorithm design

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Strong mathematics skills

Bonus Qualifications

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Familiarity of VLMs/VLAs/ViTs

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Experience with large model distillation in a production environment

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Familiarity with C++

About Zoox
Zoox is developing the first ground-up, fully autonomous vehicle fleet and the supporting ecosystem required to bring this technology to market. Sitting at the intersection of robotics, machine learning, and design, Zoox aims to provide the next generation of mobility-as-a-service in urban environments. We’re looking for top talent that shares our passion and wants to be part of a fast-moving and highly execution-oriented team.

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Accommodations
If you need an accommodation to participate in the application or interview process please reach out to [email protected] or your assigned recruiter.

A Final Note:
You do not need to match every listed expectation to apply for this position. Here at Zoox, we know that diverse perspectives foster the innovation we need to be successful, and we are committed to building a team that encompasses a variety of backgrounds, experiences, and skills.