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Computer Vision Engineer

ByteDance

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Job Summary


Job Type
Permanent

Seniority

Years of Experience
Information not provided

Tech Stacks
TensorFlow
PyTorch
C++
Linux

Job Description


Responsibilities
1. Develop software systems providing CV service
2. Optimize the performance of the model inference with better usage of different resources like CPU, GPU, DSP, etc.
3. Develop the inference engine for deep learning model

Qualifications
1. Bachelor's degree in Computer Science, Engineering or equivalent practical experience
2. Solid knowledge of data structure and strong coding skills
3. Experience in C++ development under Linux environment
4. Familiar with at least one area of the computer vision including but not limited to 3D vision, image classification, image segmentation, etc.
5. Familiar with at least one area of the model inference acceleration including but not limited to Quantization, Pruning, Distillation, etc.
6. Familiar with at least one of the deep learning frameworks like Tensorflow / PyTorch / MXNet

Preferred Qualifications
1. Authors of published papers in top academia conferences
2. Winners of algorithm and machine learning competitions such as ACM and Kaggle
3. Knowledge of AutoML and hand-on experience of NAS
4. Experience in big data processing

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