Senior Deep Learning and Computer Vision Engineer - Autonomous Vehicles

NVIDIA NVIDIA · Semiconductors · Santa Clara, CA +2 · Remote

Senior Deep Learning and Computer Vision Engineer for Autonomous Vehicles team, focusing on building ground truth for next-generation products. The role involves applying state-of-the-art techniques, training deep neural networks, and developing training pipelines and real-time inference run-times.

What you'd actually do

  1. Stay up to date with the latest research and innovations in deep learning, implement and experiment with new ideas.
  2. Foster collaborative partnerships with our researchers and engineers, transforming innovative research into robust, industrial-strength machine learning models.
  3. Taking approaches from initial evaluation and experimentation all the way to shipping.
  4. Defining and collecting training datasets.
  5. Building training pipelines and real-time inference run-times (PyTorch, TensorFlow, TensorRT, Python, C++).

Skills

Required

  • Deep Learning
  • Computer Vision
  • Machine Learning
  • C++
  • Python

Nice to have

  • Autonomous Vehicles
  • Robotics
  • Unsupervised Learning
  • Self-supervised Learning
  • Architecture Optimization
  • Pruning
  • Curriculum Training
  • Multi-task Training
  • Sensor Fusion
  • LIDAR data

What the JD emphasized

  • PhD with 4+ years or MS (or equivalent experience) with 6+ years of relevant experience
  • Proven experience building robust software
  • Experience in Deep Learning / Machine Learning
  • Programming and debugging skills in C++ and/or Python

Other signals

  • Autonomous Vehicles
  • Deep Learning
  • Computer Vision
  • Training Datasets
  • Inference Run-times