Senior Software Engineer, 3D, 4D Reconstruction

Job description

We are looking for a passionate team member to contribute to our autonomous driving product! The role involves applying deep learning and computer vision technologies to 3D/4D world modeling for autonomous vehicles. Our work is crucial to empower the training and testing of end-to-end driving models through end-to-end close-loop simulation. You will have the opportunity to work with a diverse team of researchers and engineers in the field of 3D/4D reconstruction, world modeling and simulation to deliver impact to our customers around the world!

What you’ll be doing:

• Build innovative world reconstruction systems using large geometry models, perception models, Gaussian splatting, diffusion models, and generative world models.

• Invent evaluation methods to measure the reconstruction and simulation quality.

• Develop tools to visualize and triage evaluation metrics.

• Build automated and agentic workflows to boost developer efficiency.

• Profile and optimize the performance of neural networks training and deployment.

• Relentlessly improve the reconstruction fidelity and simulation realism.

• Collaborate with scientists and developers across several organizations.

What we need to see:

• BS, MS, or PhD degree or equivalent experience in Engineering or Computer Science with a focus on Generative AI, Deep Learning, Computer Vision, Robotics, Computer Graphics, or a related field.

• 5+ years Hands on experience with structure from motion, dense reconstruction, Gaussian splatting, diffusion models, and/or generative world models.

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