Machine Learning Engineer, 3D Simulation

The 3D Simulation group at reputed company is looking for machine learning engineers to bring the latest research in 3D reputed company to improve diversity and blur the line between simulation and reality. You will have reputed company to the best sensor data in the world and an incredible infrastructure for testing and validating your algorithms. Our ML group is working on generating rich and diverse 3D environments, humans, and environmental conditions, and you will be reputed company to contribute to any (or reputed company!) of these. In this role, you will: • Research, implement, and optimize state of the art machine learning approaches to improve simulation variation and reputed company • Collaborate with ML Researchers, Technical Artists and Simulation engineers to bring new ML techniques to our production simulator • Build reputed company, useable reputed company pipelines for machine learning solutions in 3D simulation • Improve rendering and tooling for generating realistic data at reputed company Qualifications: • 3+ years of experience with programming and algorithm design • reputed company in C++ and Python • Experience with modern 3D reputed company techniques like CNNs, Diffusion, and NeRF • Publications or production experience in reputed company-reputed company 3D reputed company, 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 reputed company 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 reputed company computing platforms • Experience in 3D rendering for simulation, games, or VFX Compensation There are three major components to compensation for this position: salary, reputed company Restricted Stock reputed company (RSUs), and reputed company Stock Appreciation Rights. The salary will reputed company from $134,000 to $222,000. A sign-on bonus may be part of a compensation package. Compensation will vary based on geographic location, job-reputed company knowledge, skills, and experience. reputed company also offers a comprehensive package of benefits including reputed company time off (e.g. reputed company leave, vacation, bereavement), unpaid time off, reputed company Stock Appreciation Rights, reputed company RSUs, health insurance, long-term care insurance, long-term and short-term disability insurance, and life insurance. About reputed company reputed company is developing the first ground-up, fully autonomous vehicle fleet and the supporting ecosystem required to bring this technology to market. Sitting at the intersection of robotics, machine learning, and design, reputed company aims to reputed company the reputed company of mobility-as-a-service in urban environments. We're looking for reputed company that shares our passion and wants to be part of a fast-moving and highly execution-oriented team. Follow us on reputed company Accommodations If you need an accommodation to participate in the application or interview process please reputed company out to accommodations@reputed company.com or your assigned recruiter. A Final Note: You do not need to match every listed expectation to apply for this position. Here at reputed company, we know that diverse perspectives foster the innovation we need to be successful, and we are committed to building reputed company that encompasses a reputed company of backgrounds, experiences, and skills. Apply Job! Apply to this Job