Machine Learning Engineer - Mapping
Job Summary
Job Description
Zoox is seeking a highly motivated Machine Learning Engineer passionate about machine learning, computer vision, and machine perception to join their algorithm team. You will design and develop novel algorithms and ML models for 2D/3D machine perception in real-world environments, leveraging large-scale ML infrastructure. Responsibilities include staying updated with state-of-the-art research, developing metrics and tools for error analysis, and collaborating with cross-functional teams in Mapping, Perception, and Data Science. The role requires experience with training and deploying deep learning models, 3D computer vision, and proficiency in Python and deep learning frameworks like PyTorch.
Must have:
- BS, MS, or PhD in Computer Science, Math or related fields.
- 3+ years of industry or academia experience.
- Experience training and deploying deep learning models.
- Experience with 3D computer vision and projective geometry.
- Proficiency in Python.
- Experience with deep learning frameworks like PyTorch.
Good to have:
- Conference or journal publications in CV, ML, or Robotics venues.
- Experience with high-definition (HD) maps.
- Experience with object detection/recognition/segmentation.
- Experience with 3D reconstruction, SLAM, or SFM.
Perks:
- Paid time off (sick leave, vacation, bereavement)
- Zoox Stock Appreciation Rights
- Amazon Restricted Stock Units (RSUs)
- Health insurance
- Long-term care insurance
- Long-term and short-term disability insurance
- Life insurance
- Sign-on bonus may be offered
9 skills required
Job Details
High-definition semantic maps are a critical tool for enabling autonomous driving. We are looking for highly motivated individuals who are passionate about machine learning, computer vision, and machine perception. You will be part of our algorithm team with a diverse group of researchers and engineers, working together to build core machine perception algorithms to understand the natural environments and build semantic maps in an automated way.
In this role, you will:
- Design and develop novel algorithms and ML models for 2D/3D machine perception in real-world environments.
- Leverage our large-scale ML infrastructure to speed up development and deployment of ML models.
- Stay up-to-date with the latest state-of-the-art research in computer vision and machine learning, and apply learned knowledge to improve our systems.
- Develop metrics and tools to analyze errors and understand improvements of our systems.
- Coordinate cross-functional initiatives and collaborate with engineers from Mapping, Perception, Data Science, and more.
Qualifications
- BS, MS, or PhD degree in Computer Science, Math or related fields.
- 3+ years of industry or academia experience in related fields.
- Experience with training and deploying deep learning models.
- Experience with 3D computer vision and projective geometry.
- Proficiency in Python.
- Experience with deep learning frameworks such as PyTorch.
Bonus Qualifications
- Conference or journal publications in Computer Vision, Machine Learning or Robotics related venues (CVPR, ICCV, ECCV, NeurIPS, ICML, ICLR, ICRA, RSS, etc.).
- Experience with high-definition (HD) maps.
- Experience with object detection, object recognition, semantic segmentation and/or semantic scene understanding.
- Experience with 3D reconstruction, SLAM and/or Structure from Motion (SFM).
$160,000 - $245,000 a year
Base Salary Range
There are three major components to compensation for this position: salary, Amazon Restricted Stock Units (RSUs), and Zoox Stock Appreciation Rights. A sign-on bonus may be offered as part of the compensation package. The listed range applies only to the base salary. Compensation will vary based on geographic location and level. Leveling, as well as positioning within a level, is determined by a range of factors, including, but not limited to, a candidate's relevant years of experience, domain knowledge, and interview performance. The salary range listed in this posting is representative of the range of levels Zoox is considering for this position.
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.
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About The Company
Zoox is transforming mobility-as-a-service by developing a fully autonomous, purpose-built fleet designed for AI to drive and humans to enjoy.
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