What are the responsibilities and job description for the Senior/Staff Machine Learning Engineer - Perception position at Zoox?
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.
\n- 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
- 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
- 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
Compensation
There are three major components to compensation for this position: salary, Amazon Restricted Stock Units (RSUs), and Zoox Stock Appreciation Rights. The salary will range from $180,000 to $289,000. A sign-on bonus may be part of a compensation package. Compensation will vary based on geographic location, job-related knowledge, skills, and experience.
Zoox also offers a comprehensive package of benefits including paid time off (e.g. sick leave, vacation, bereavement), unpaid time off, Zoox Stock Appreciation Rights, Amazon RSUs, health insurance, long-term care insurance, long-term and short-term disability insurance, and life insurance.
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 accommodations@zoox.com 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.
Salary : $180,000 - $289,000
