Waabi
Research Scientist, Neural Reconstruction
Toronto, ON. Posted 7 months ago
The role
You will develop next-generation neural scene-representation and reconstruction algorithms that turn sparse, noisy driving data into realistic, controllable digital worlds. The focus is 3D/4D neural reconstruction and rendering, including 3DGS/NeRF and generalizable reconstruction models.
What you will do
- Conduct fundamental and applied research in neural reconstruction: 3DGS/NeRF, dynamic scene reconstruction, feed-forward reconstruction, multi-sensor scene representation learning.
- Build scalable reconstruction and simulation systems for dynamic urban scenes, including vehicles, background, lighting and long-range structure.
- Collaborate with simulation engineers to integrate models into large-scale distributed training and rendering pipelines.
- Publish high-impact research at top conferences such as CVPR, ECCV, ICCV, NeurIPS, ICLR, ICRA and SIGGRAPH.
- Mentor junior scientists and interns and foster a culture of scientific rigor and rapid experimentation.
- Stay current with advances in neural rendering, 3D representation learning, differentiable rendering and scalable reconstruction.
Required qualifications
- PhD in Computer Vision, Machine Learning, Robotics or a related field, or equivalent research experience.
- Expert-level Python and PyTorch (or JAX) skills.
- Strong software engineering fundamentals and experience with distributed training.
- Experience building generative or predictive models of the physical world with scale and efficiency in mind.
- Experience working in a close-knit team of researchers and engineers with strong communication skills.
Nice to have
- Proven ability to translate research into production-quality code and measurable product impact.
- First-author publications in top-tier venues on 3DGS/NeRF/neural rendering, 3D/4D reconstruction, generalizable reconstruction, or geometry-aware or multi-sensor representation learning.
- Experience working with camera, LiDAR, maps and large-scale driving datasets.
- Strong background in graphics, geometry, rendering systems or simulation.
Benefits
- Competitive compensation and equity awards.
- Medical, dental and vision coverage (full-time employees only).
- Unlimited vacation.
- Flexible hours and work-from-home support.
- Daily drinks, snacks and catered meals when in office.
- Regularly scheduled team building activities and social events on-site, off-site and virtually.
Before you apply
- Waabi is an equal opportunity employer; accommodations are available for the application and interview process on request.
About the company
Waabi, founded by Raquel Urtasun, is a technology start-up building Physical AI for autonomous trucks and robotaxis. It is backed by and partners with leaders in AI, automotive, logistics and deep tech.