Software Engineer II, Fintech
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Senior Deep Learning Software Engineer – Autonomous Vehicles
NVIDIA
full-time
Posted on:
Location Type: Remote
Location: Remote • California, Texas, Virginia, Washington • 🇺🇸 United States
Visit company websiteSalary
💰 $148,000 - $287,500 per year
Job Level
Senior
Tech Stack
DockerPythonPyTorchTensorflow
About the role
- 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.
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 📊 Resume Score Upload your resume to see if it passes auto-rejection tools used by recruiters Check Resume Score
Applicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard skills
deep learning frameworksPyTorchJAXTensorFlowONNXPythonC/C++DNN architecturesquantizationcomputer vision
Soft skills
analytical skillstime-managementorganization skillsaction-oriented
Certifications
MS degreePhD degree
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