Machine Learning Engineer, 3D Simulation

• Research, implement, and optimize state of the art machine learning approaches to improve simulation variation and fidelity
• Collaborate with ML Researchers, Technical Artists and Simulation engineers to bring new ML techniques to our production simulator
• Build scalable, useable cloud pipelines for machine learning solutions in 3D simulation
• Improve rendering and tooling for generating realistic data at scale

• 3+ years of experience with programming and algorithm design
• Fluency in Python and C++
• Experience building and extending radiance field ML models
• Publications or production experience in human-centric 3D vision, 3D reconstruction, or style transfer
• Strong mathematical skills and understanding of probabilistic techniques

• Bachelor's, Master's or PhD in computer science, mathematics, physics, or related field
• Publications in your field (CVPR, ICCV, RSS, ICRA preferred)
• Experience with generative models for 3D or video content
• Experience automating 3D content pipelines using applications like Houdini, Maya, or Blender
• Experience in distributed systems and cloud computing platforms
• Experience in generative camera, lidar, radar, or LWIR

We may use artificial intelligence (AI) tools to support parts of the hiring process, such as reviewing applications, analyzing resumes, or assessing responses. These tools assist our recruitment team but do not replace human judgment. Final hiring decisions are ultimately made by humans. If you would like more information about how your data is processed, please contact us.