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Multimodal Algorithm Engineer/Expert

Byte Dance

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0-2 Years
19 days ago
37 Viewed
0 Applied

Job Description

Responsibilities

1. Analyze business needs and provide visual comparison, expression learning, large-scale indexing and other solutions for duplicate/similar detection of massive content 2. Participate in the application and optimization of machine learning algorithms in products such as Douyin and Toutiao, and implement visual retrieval and video understanding capabilities in recommendations and advertising 3. Explore cutting-edge computer multimodal technologies, and be responsible for the iteration and evolution of the overall algorithm and system 4. Work closely with the engineering team to explore new algorithms under the new computing power architecture.

Qualifications

1. Have in-depth research in a certain field of multimedia and computer vision, including but not limited to image/video/audio feature extraction, classification recognition, Re-Identification, unsupervised/self-supervised learning, compression quantization, nearest neighbor retrieval, etc. 2. Be familiar with at least one mainstream deep learning programming framework (TensorFlow/PyTorch) 3. Be familiar with deep learning algorithms (CNN/RNN/LSTM/RL/large-scale Sparse&Dense models for recommended advertising, etc.) 4. Have the ability to solve problems independently, and have good teamwork awareness and communication skills 5. Be self-driven, willing to accept challenges, and full of ideas. Bonus points: 1. Be familiar with algorithm design for large-scale data scenarios 2. Have practical project experience in multimodality, recommendation, and advertising.

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ByteDance is a technology company operating a range of content platforms that inform, educate, entertain and inspire people across languages, cultures, and geographies.
Dedicated to building global platforms of creation and interaction, ByteDance now has a portfolio of applications available in over 150 markets and 75 languages. For example, TikTok, Helo, Vigo Video, Douyin, and Huoshan.
Dedicated to building global platforms of creation and interaction, ByteDance now has a portfolio of applications available in over 150 markets and 75 languages. For example, TikTok, Helo, Vigo Video, Douyin, and Huoshan.

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Last Updated: 20-07-2024 08:18:19 PM
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