Senior Machine Learning Engineer - Perception 3D Segmentation
Zoox is hiring a Senior Machine Learning Engineer - Perception 3D Segmentation in Foster City, United States. It pays $254k-$350k a year and Level rates it ; you can apply on Zoox.
Level's read on this job
- On Level's scale, this role is Builds AI ●●●●: the job is building AI systems.
- The posting mentions PyTorch and computer vision among its tools and skills.
- Level classes it as a senior role.
- Zoox has 224 other open roles on Level.
AI in this role
In this role, you will...
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Design and implement state-of-the-art multi-modal sensor fusion architectures (Lidar, Camera, Radar) to predict 3D occupancy, semantic segmentation, and flow .
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Develop "vision-first" fusion strategies to enhance geometric understanding and reduce dependency on sparse sensor modalities .
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Engineer temporal processing modules to improve the stability and consistency of predictions over time.
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Optimize model architectures for real-time on-vehicle inference, balancing high-fidelity range extension with strict latency constraints .
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Collaborate with downstream consumers (Tracking, Prediction, Planner) to refine geometric outputs, such as contours and free-space estimations, for complex maneuvering.
Qualifications
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MS or PhD in Computer Science, Robotics, Machine Learning, or related field with 6+ years of industry experience.
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Deep expertise in 3D Computer Vision and Deep Learning, specifically with voxel-based or BEV (Bird's Eye View) architectures.
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Strong proficiency in Python and deep learning frameworks (PyTorch) for model training and design as well as some experience in C++ for model integration.
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Experience with multi-sensor fusion (Lidar, Camera, Radar) and handling temporal data sequences.
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Experience with occupancy networks, implicit representations (NeRF/Gaussian Splats), or scene flow estimation.
Bonus Qualifications
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Experience optimizing models for TensorRT/CUDA to achieve low-latency inference.
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Familiarity with sparse convolutions or query-based architectures for efficient 3D processing.
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Experience with Vision Language Model, or multi-modal 3D foundation model, or World Model, or VLA.
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AccommodationsIf 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.
How we rate this
Senior Machine Learning Engineer - Perception 3D Segmentation at Zoox rates 97 out of 100 for how much of the daily work is AI. That makes it Builds AI (AI Level 4 of 4). The level is about AI in the job, not seniority.
Builds AI. The job is building AI systems.
- ●●●● Builds AI80 to 100
- ●●●○ Works on AI60 to 79
- ●●○○ Uses AI40 to 59
- ●○○○ Little AI0 to 39
Levels come from how often the tools, models and workflows of the role are named in the posting itself. Read the description and count the AI tools, models and workflows it names.
Prepare for this job
Built from this posting and from similar jobs on Level.
Skills and AI tools this role asks for
Questions you could be asked
- Walk me through a computer vision problem you solved, from raw data to a deployed model.
- Walk me through how you've used PyTorch in your day-to-day work.
- How would you decide a model or AI system is ready to ship?
- Tell me about a time a model underperformed in production. How did you find out, and what did you change?
Adapt your resume
- List these exact terms on your resume: Computer vision and PyTorch. An applicant tracking system matches the wording, not the idea.
- Attach one line of real, concrete experience to at least one of them. A tool named with nothing behind it rarely survives a human read.
- Lead with what you built, trained or shipped. This role is judged on the AI system itself, not the tools around it.
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