Deeplearning Software Engineer -- Neural 3d Reconstruction

NVIDIA NVIDIA · Semiconductors · Shanghai, China +1

Software Engineer role focused on deep learning for neural 3D reconstruction, involving research, design, implementation, optimization, and deployment of DNN models. The role requires C++, PyTorch, and ML/DL techniques, with a preference for experience in DNN development and network acceleration.

What you'd actually do

  1. Work on research, design and implementation of software features that are beneficial to our customers to meet their performance targets and build unique values
  2. Work on customer projects for Neural 3D reconstruction technologies: NERF/3DGS/3DGUT/Feedforward
  3. Improve SW stack, issue fixes and new feature development.
  4. Develop solutions for DNN model acceleration, optimization and deployment.

Skills

Required

  • c++
  • spatial 3D processing
  • pytorch programming
  • SW design and debug skills
  • ML/DL techniques for neural 3D reconstruction
  • DNN area

Nice to have

  • DNN development
  • network acceleration
  • GPU computing
  • NVIDIA CUDA
  • NVIDIA TensorRT

What the JD emphasized

  • customer projects
  • DNN model acceleration
  • optimization
  • deployment
  • neural 3D reconstruction

Other signals

  • customer projects
  • DNN model acceleration
  • optimization
  • deployment
  • neural 3D reconstruction