Senior ML Engineer: 3D Reconstruction & NeRF

DeepRec.ai; San Francisco (CA); Presencial; USD 180.000 - 240.000; Tempo integral

Resumo da vaga

DeepRec.ai is seeking senior engineers to advance reconstruction technology at the core of its photorealistic driving simulation platform. You'll work on Gaussian Splatting, NeRF-based reconstruction, and multi-sensor rendering to push the state of the art in autonomous driving simulation.

The role emphasizes turning research into production code, with opportunities to collaborate with customers and shape benchmarks that quantify fidelity and the sim-to-real gap.

Qualificações

• 5+ years building and shipping ML or computer vision systems.
• Hands-on with 3DGS and/or NeRFs.
• Strong grounding in multi-view geometry, camera models and differentiable rendering.

Responsabilidades

• Advance Gaussian Splatting and NeRF-based reconstruction for large dynamic driving scenes.
• Work on dynamic actor reconstruction, scene editing and novel view synthesis.
• Handle multi-sensor rendering (camera and LiDAR).
• Improve feed-forward reconstruction to reduce per-scene optimisation cost at scale.
• Build benchmarks for reconstruction fidelity and the sim-to-real gap.
• Collaborate directly with customers to solve real problems.

Conhecimentos

ML/CV systems

NeRFs

Multi-view geometry

Python programming

C++/CUDA

Ferramentas

PyTorch

CUDA

CV frameworks

Descrição da vaga

DeepRec.ai is seeking senior engineers to advance reconstruction technology at the core of its photorealistic driving simulation platform. You'll work on Gaussian Splatting, NeRF-based reconstruction, and multi-sensor rendering to push the state of the art in autonomous driving simulation.

The role emphasizes turning research into production code, with opportunities to collaborate with customers and shape benchmarks that quantify fidelity and the sim-to-real gap.