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The Detection and Optimization team in Perception is responsible for designing neural network model architectures that act as the detection backbones for Zoox's sensor data. We work on incorporating state of the art language alignment strategies into the sensor modality backbones. This team helps Zoox advance faster into new geofences by making the models more generalizable and adaptable to new circumstances.
In this role, you will:
- Train machine learning models, perform various studies into incorporating state of the art approaches as well as ablations/modifications of existing models
- Document experimental outcomes and drive towards deploying these models into Zoox robots
- Collaborate with teams such as Machine Learning Optimization, Data Labeling, Verification and Validation, Motion Planning and Controls, and Prediction and Behavior to ensure the project is successful for Zoox releases
Qualifications
- Master's degree or PhD in computer science or related field and 8+ years of experience in a related field
- Fluency in C++ and/or Python
- Experience with modern computer vision techniques and machine learning
- Extensive experience with programming and algorithm design and handling large data sets efficiently
- Demonstrated ability to create functional systems that solve difficult perception tasks
Bonus Qualifications
- Publications in your field (CVPR, ICCV, RSS, ICRA preferred)
- Experience with autonomous robots
- Experience with sensor fusion (e.g. LiDAR, camera, radar)
- Experience with novel pipelines and architectures for convolutional neural nets and Vision Transformers
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.
Zoox Foster City, California, USA Office
4000 E 3rd Ave, Foster City, CA, United States, 94404
Zoox Foster City, California, USA Office
1149 Chess Drive, Foster City, CA, United States, 94404
Zoox Fremont, California, USA Office
47540 Kato Road, Fremont, CA, United States, 94538
Zoox San Francisco, California, USA Office
60 Broadway St, San Francisco, CA, United States, 94111
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