Zoox

Senior Machine Learning Engineer - Perception 3D Segmentation

Full-time · Foster City, CA
✓ Verified live on the employer's own system · added 23 days ago
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Senior · 6+ yrs exp

Requirements

Education: Doctorate or related field

Experience: 6+ years

Skills & tools

HiringRecruitingMachine LearningPythonC Plus Plus
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Full job description

Responsibilities

Design and implement state-of-the-art multi-modal sensor fusion architectures (Lidar, Camera, Radar) to predict 3D occupancy, semantic segmentation, and flow .

Develop "vision-first" fusion strategies to enhance geometric understanding and reduce dependency on sparse sensor modalities .

Engineer temporal processing modules to improve the stability and consistency of predictions over time.

Optimize model architectures for real-time on-vehicle inference, balancing high-fidelity range extension with strict latency constraints .

Collaborate with downstream consumers (Tracking, Prediction, Planner) to refine geometric outputs, such as contours and free-space estimations, for complex maneuvering.

Requirements

MS or PhD in Computer Science, Robotics, Machine Learning, or related field with 6+ years of industry experience.

Deep expertise in 3D Computer Vision and Deep Learning, specifically with voxel-based or BEV (Bird's Eye View) architectures.

Strong proficiency in Python and deep learning frameworks (PyTorch) for model training and design as well as some experience in C++ for model integration.

Experience with multi-sensor fusion (Lidar, Camera, Radar) and handling temporal data sequences.

Experience with occupancy networks, implicit representations (NeRF/Gaussian Splats), or scene flow estimation.

Experience optimizing models for TensorRT/CUDA to achieve low-latency inference.

Familiarity with sparse convolutions or query-based architectures for efficient 3D processing.

Experience with Vision Language Model, or multi-modal 3D foundation model, or World Model, or VLA.

We're looking for top talent that shares our passion and wants to be part of a fast-moving and highly execution-oriented team. Follow us on LinkedIn 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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