Ambarella
AI Vision Processors For Edge Applications
StaffSystemSoftwareEngineer-EmbeddedAI&Algorithm
Neural analysis suggests this role is
optimal for Staff candidates.
“Staff System Software Engineer - Embedded AI & Algorithm at Ambarella. Skills: Embedded AI, Algorithm, System Software Engineering, Computer Vision, Deep Learning, Edge Devices. Develop ML and computer vision algorithms/systems. Training and optimization of deep learning/ML based computer vision algorithm for edge devices”
Industry & Context.
solve complex problems
What They're Looking For.
Must Have
Master or PHD Degree in CS/EE, 5 - 8 years of experience with Edge Devices, programming skills in Python, C/C++, Experience with deep learning and its applications to computer vision, Experience in developing or using deep learning frameworks (e. g. , TensorFlow, Kera’s, PyTorch, ONNX, etc. ), Experience in optimization of deep learning/ML algorithms (e. g. , Retraining, Quantization, Pruning, etc. )
Nice to Have
Experience in Image Quality Tuning, Image processing algorithm, Image Processing Pipeline
What You'll Do.
Develop ML and computer vision algorithms/systems
Training and optimization of deep learning/ML based computer vision algorithm for edge devices
Validation and performance assessment on large-scale datasets
How You'll Work.
Team & Collaboration
collaborate across a broad set of disciplines
Full Job Description
## AI Vision Processors For Edge Applications ### _Our solutions make cameras smarter by extracting valuable data from high-resolution video streams._ **Job Description** Staff System Software Engineer - Embedded AI & Algorithm At Ambarella, we are looking for talented team members to help us deliver our advanced computer vision algorithms to tomorrow's intelligent video products. Our target applications include autonomous vehicles, intelligent video surveillance, self-flying drones, smart wearable cameras, 360-degree immersive video, and more. Combining technical expertise and a commitment to quality, Ambarella has established itself as the industry standard for excellence in video performance by offering pristine imagery, efficient compression, and low-power operation. If you enjoy great rewards, Ambarella has it all, great health, and welfare benefits! System Software Algorithm engineers at Ambarella research and develop next-generation computer vision algorithms in a wide variety of our future products. We offer a unique opportunity to push the envelope of algorithm design and collaborate across a broad set of disciplines in a small-company environment. Leveraging the capabilities of our hardware and software tool stack, engineers develop fast and accurate deep neural networks that solve complex problems common in intelligent video surveillance camera, autonomous driving, and more general computer vision applications. **Responsibilities** * Develop ML and computer vision algorithms/systems. * Training and optimization of deep learning/ML based computer vision algorithm for edge devices. * Validation and performance assessment on large-scale datasets. **Requirements** * Master or **PHD** Degree in CS/EE * 5 - 8 years of experience with Edge Devices * Strong programming skills in Python, C/C++ * Experience with deep learning and its applications to computer vision. * Experience in developing or using deep learning frameworks (e.g., TensorFlow, Kera’s, PyTorch, ONN
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