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Senior Deep Learning Software Engineer – Autonomous Vehicles

Full-stack EngineerSoftware EngineerFull TimeRemoteSeniorTeam 10,001+Since 1993H1B SponsorCompany SiteLinkedIn

Location

California + 3 moreAll locations: California | Texas | Virginia | Washington

Posted

36 days ago

Salary

$152K - $287.5K / year

Seniority

Senior

Postgraduate Degree5 yrs expEnglishDockerPythonPyTorchTensorflow

Job Description

Senior Deep Learning Software Engineer – Autonomous Vehicles

NVIDIA

• Train, fine-tune, optimize and customize perception DNNs in low precision (FP16/INT8) • Apply sophisticated quantization of DNNs • Improve DNN architectures using ML algorithms on NVIDIA GPUs or DLAs • Continuously improve inference speed, accuracy and power consumption of DNNs • Stay up to date with the latest research and innovations in deep learning, implement and experiment with new insights to improve NVIDIA's automotive DNNs.

Job Requirements

  • MS or PhD degree in computer science, computer vision, computer architecture or equivalent experience in technical field
  • 5+ years of work experience in software development.
  • 2+ years of experience in developing or using deep learning frameworks (e.g. PyTorch, JAX, TensorFlow, ONNX, etc.)
  • Experience with solving a computer vision task using deep neural networks, such as object detection, scene parsing, image segmentation.
  • Strong Python and/or C/C++ programming skills
  • Proven technical foundation in CPU and GPU architectures, containers (nvidia-docker), numeric libraries, modular software design
  • Familiar with CNNs and Transformer architectures
  • Willing to take action and have strong analytical skills.
  • Strong time-management and organization skills for coordinating multiple initiatives, priorities and implementations of new technology and products into very sophisticated projects.

Benefits

  • Equity
  • Benefits

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