Senior/Staff Machine Learning Engineer, 3D Simulation

In this role, you will:

• 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

Qualifications:

• 7+ years of experience with programming and algorithm design
• Fluency in C++ and Python
• Experience with modern 3D vision techniques like CNNs, Diffusion, and NeRF
• Publications or production experience in human-centric 3D vision, reconstruction, or style transfer
• Strong mathematical skills and understanding of probabilistic techniques

Bonus Qualifications:

• 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 content
• Experience automating 3D content pipelines using applications like Houdini, Maya, or Blender.
• Experience in distributed systems and cloud computing platforms
• Experience in 3D rendering for simulation, games, or VFX