Senior Software Engineer - Simulation Graphics and AI/ML
Foster City, CA
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Zoox
Zoox is a purpose-built autonomous vehicle designed for riders, not drivers. Learn more about the Zoox robotaxi and the future of ride-hailing.
The 3D Simulation group at Zoox is looking for 3D graphics engineers to simulate sensors (lidar, radar, cameras), combining modern graphics and GenAI/ML techniques to close the gap between simulation and reality. You will have access to the best sensor data in the world and an incredible infrastructure for testing and validating your algorithms. Collaborate with Sensor Sim, Perception, and V&V teams to evaluate and iteratively improve the fidelity of sensor simulation. The 3D Sensor Simulation team’s work is at the core of creating high fidelity synthetic data for training and testing AV AI, as well as real time sensor data for hardware-in-the-loop simulation.
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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.
In this role, you will:
- Research, implement, and optimize state of the art 3D rendering of sensor data, leveraging GenAI/ML and GPU accelerated Path Tracing.
- Develop realism metrics with V&V to show measurable impact of your improved sensor fidelity.
- Collaborate with Perception, Hardware, and Safety teams to improve realism of realtime sensor simulation and high fidelity synthetic data.
- Improve rendering and tooling for generating realistic data at scale.
Qualifications
- 5+ years of expertise in implementing 3D graphics algorithms used in production using Vulkan, DX12, Metal or OpenGL
- 5+ years of experience developing software with modern C++ and Python
- Experience with neural rendering techniques like Gaussian Splatting and NeRFs
- Familiarity with machine learning frameworks like PyTorch and Tensorflow
- Strong mathematical skills and understanding of 3D linear algebra and probabilistic techniques
Bonus Qualifications
- Bachelor's, Master's or PhD in computer science, mathematics, physics, or related field
- Experience with generative models for 3D content pipelines using applications like Houdini, Maya, or Blender.
- Experience in 3D rendering for simulation, games, cloud computing, or VFX
Follow us on LinkedIn
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.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
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Categories:
Deep Learning Jobs
Engineering Jobs
Machine Learning Jobs
Tags: 3D graphics Blender Computer Science Generative AI Generative modeling GPU Lidar Linear algebra Machine Learning Mathematics NeRFs PhD Physics Pipelines Python PyTorch Radar Research Robotics TensorFlow Testing Vulkan
Region:
North America
Country:
United States
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