ML Engineer (Sensor Simulation)

Join our team as an ML Engineer specializing in Sensor Simulation. In this role, you will work closely with our research team to apply state-of-the-art machine learning techniques to model various sensors such as Lidars, Radars, and Cameras. You will drive the research, development, and deployment of generative and other machine learning techniques into our sensor simulator. Additionally, you will collaborate with rendering and physics-based modeling teams to create novel approaches that combine the best of all techniques. This position offers a clear path to production value and customer impact.

• Collaborate with the research team to apply state-of-the-art machine learning approaches to model worlds and sensors.
• Drive the research, development, and deployment of generative and other machine learning techniques into the sensor simulator.
• Work closely with rendering and physics-based modeling teams to build novel approaches that fuse the best of all techniques.
• A Bachelor's degree in Computer Science, Software Engineering, or equivalent
• Understanding of 3D geometry, optical flow or video generation
• Hands-on experience with evaluation and optimization for large generative models
• Hands-on experience with agentic system design
• 5+ years of experience building software components or (sub) systems that address real-world machine learning challenges
• A passion for turning their domain expertise into tooling that boosts the productivity of teams working on various real-world applications of autonomous systems
• Deep understanding of machine learning foundations who can apply various techniques to new problems
• Experience with applying synthetic data to machine learning tasks
• Don’t meet every single requirement? If you’re excited about this role but your past experience doesn’t align perfectly with every qualification in the job description, we encourage you to apply anyway. You may be just the right candidate for this or other roles
• Experience with robotics simulation products (IssacSim, MuJoCo, Omniverse, USD)
• Hands on experience with characterization of models for Lidar, Radar, and Camera
• Experience working with Generative World Models (Cosmos, UniSim, sora-style architectures)