Job Description
Develop and maintain neural network compression algorithm and tool
Job Requirements:
1. Strong background of neural network compression knowledge, including pruning, quantization and knowledge distillation
2. Strong background of CNN/transformer-based computer vision and large language model knowledge
3. Familiar with computer vision and machine learning framework.
4. Skilled in C/C++ (and/or) Python programing
5. Compression training ((Pruning/Quantization-aware) experience is a plus
Skills Required
- Strong knowledge of neural network compression, including pruning, quantization, and knowledge distillation
- Strong knowledge of CNN- and transformer-based computer vision
- Knowledge of large language models
- Familiarity with computer vision and machine learning frameworks
- Programming proficiency in C, C++, and/or Python
- Experience with compression training, including pruning and quantization-aware training
What We Do
Ambarella (Nasdaq: AMBA) is a leading developer of visual AI products. Our technologies enable a wide variety of human and computer vision applications, including video security, advanced driver assistance systems (ADAS), electronic mirror, drive recorder, driver/cabin monitoring, autonomous driving, and robotic applications. Ambarella’s low-power system on chips (SoCs) offer high-resolution video compression, advanced image processing, and powerful deep neural network processing to enable intelligent cameras to extract valuable data from high-resolution video streams. For more information, please visit www.ambarella.com
