Senior Software Engineer - Computer Vision, Graphics and Deep Learning
US, CA, Santa Clara
NVIDIA
NVIDIA erfindet den Grafikprozessor und fördert Fortschritte in den Bereichen KI, HPC, Gaming, kreatives Design, autonome Fahrzeuge und Robotik.NVIDIA has been transforming computer graphics and accelerated computing for more than 25 years. In the AI era, it’s a unique legacy of innovation that’s fueled by great technology and amazing people. NVIDIA Maxine is a developer platform for creating and deploying AI features for real-time video communication and telepresence (https://developer.nvidia.com/maxine). Maxine provides state-of-the-art AI models for deploying video/audio enhancement and augmented reality features. Maxine also offers end to end pipelines of multiple low latency AI effects accelerated on NVIDIA GPUs. We are now looking for outstanding engineers to join the NVIDIA Maxine AI team. You will work alongside brilliant engineers on core technologies to solve ambitious computer vision and deep learning problems, especially building real-time AI algorithms for video communication and telepresence.
What You’ll Be Doing:
You will work on groundbreaking AI algorithms that transform the industry in following areas:
Avatar animation or live portrait driven by video, audio and text
3D reconstruction and neural radiance field (NeRF)
3D human and environmental relighting
Hand pose prediction and recognition
3D human face/body/gaze tracking
Video artifact removal, enhancement and style transfer
What We Need To See:
3+ years of engineering or research experience in 3D computer vision, animation or graphics
Strong background in building deep learning models
Hands-on development skills using deep learning frameworks such as PyTorch/TensorFlow/ONNX
Ability to work independently and drive your own development towards milestones and deliverables
MS, or PhD in Computer Science, Computer Engineering, or closely related field or equivalent experience
Ways to stand out from the crowd:
Experience with avatar generation/animation, NeRF, human/environment relighting
Experience with real-time tracking of human face, gaze and body
Background with building AI models for real-time use case and/or low power platform
Experience with CUDA programming, and performance optimization
NVIDIA is widely considered to be one of the technology world’s most desirable employers. As a part of NVIDIA, we have the opportunity to influence the future with your vision and expertise. Are you creative? We have some of the most forward-thinking and hardworking people in the world working for us and, due to unprecedented growth, our exclusive engineering teams are rapidly growing. If you're a creative and autonomous engineer with a real passion for technology, we want to hear from you.
The base salary range is 148,000 USD - 276,000 USD. Your base salary will be determined based on your location, experience, and the pay of employees in similar positions.You will also be eligible for equity and benefits. NVIDIA accepts applications on an ongoing basis.
NVIDIA is committed to fostering a diverse work environment and proud to be an equal opportunity employer. As we highly value diversity in our current and future employees, we do not discriminate (including in our hiring and promotion practices) on the basis of race, religion, color, national origin, gender, gender expression, sexual orientation, age, marital status, veteran status, disability status or any other characteristic protected by law.#deeplearningTags: 3D Reconstruction Computer Science Computer Vision CUDA Deep Learning Engineering NeRFs ONNX PhD Pipelines PyTorch Research TensorFlow
Perks/benefits: Career development Equity / stock options
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