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Описание вакансии
Текст:
TL;DR
Senior Machine Learning Engineer (AI): Developing and optimizing 3D rendering of sensor data, combining GenAI/ML and modern 3D graphics techniques. Focus on improving sensor fidelity and generating realistic data at scale.
Location: Seattle, WA
Salary: $227,000 - $316,000 a year
Company
Zoox is developing the first ground-up, fully autonomous vehicle fleet and the supporting ecosystem required to bring this technology to market.
What you will do
- Research, implement, and optimize state-of-the-art 3D rendering of sensor data, leveraging GenAI/ML and 3D graphics.
- Develop realism metrics to show measurable impact of improved sensor fidelity.
- Collaborate with Perception and Safety teams to improve realism of sensor simulation for high fidelity synthetic data.
- Improve rendering and ML inference tooling for generating realistic data at scale.
Requirements
- 5+ years of industry experience, and/or PhD, developing neural rendering techniques like Gaussian Splatting, NeRFs, or 3D reconstruction
- 5+ years of experience developing software with Python and/or modern C++
- Expertise with machine learning frameworks PyTorch or Tensorflow
- Familiarity with 3D graphics algorithms, such as 3D geometry and camera models
- Strong mathematical skills and understanding of 3D linear algebra and probabilistic techniques
Nice to have
- 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
Culture & Benefits
- Comprehensive package of benefits, including paid time off.
- Zoox Stock Appreciation Rights, Amazon RSUs, health insurance, long-term care insurance, long-term and short-term disability insurance, and life insurance.
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