Algorithm Engineer (Computer Vision), TikTok e-Commerce

TikTok

Singapore

Why you should apply for a job with TikTok:

Employee well-being is supported via hybrid work, short-term counseling through our EAP and a premium subscription to Headspace.
We embrace diversity across all dimensions and provide employees with 9 employee resource groups globally, including our WOMEN ERG.
Comprehensive parental leave policy as well as fertility treatment through healthcare providers with a $20,000 lifetime maximum.

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Position summary

TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices including Los Angeles, New York, London, Paris, Berlin, Dubai, Mumbai, Singapore, Jakarta, Seoul and Tokyo. - Responsible for the optimization and iteration of computer vision related models in the e-commerce scene, including fine grain classification, Product object recognition, Product subject recognition, feature extraction, logo detection, brand recognition, etc., to optimize the merchant's product loading and unloading process. - Responsible for e-commerce short video and livestream classification, multi-modal content mining, multi-modal content understanding, optimize e-commerce short video and livestream shopping experience. - Responsible for e-commerce image search, photo search goods, goods duplication algorithm. - Explore the cutting-edge technology of computer vision, responsible for the iteration and evolution of the overall algorithm and system. - In-depth research in a certain field of multimedia and computer vision, including but not limited to: image search, image/video classification and recognition, image segmentation, object detection, OCR, graph neural networks, multimodal, unsupervised and self-supervised learning, etc.; - Familiar with the training and deployment of one or more framework models of TensorFlow/PyTorch/MXNet, and understand training acceleration methods such as hybrid precision training and distributed training; - Familiar with the latest research and technical progress of model compression acceleration, including but not limited to model quantization, pruning, knowledge distillation, etc., and inference frameworks such as TensorRT; - Strong practical ability, winners in Kaggle, COCO, ImageNet, ActivityNet, ICPC, NOI/IOI and other competitions are preferred; - Understand AutoML related algorithms, network structure or super parameter automatic search experience is preferred; - Familiar with big data related frameworks and application of MR/Spark is preferred; - Strong practical ability, papers published in relevant competitions and top academic conferences (such as CVPR, ICCV, ECCV, etc.) are preferred.

What are TikTok perks and benefits

Lactation facilities

Fertility

Unconscious bias training

Networking

Succession planning

Diversity recruiting

Diversity performance

Short term disability

Paid paternity

Paid maternity

Paid adoptive

About the company

TikTok

Industry: Technology: Consumer Internet

As the leading destination for short-form mobile video, our platform helps people around the world become a part of a global community. In a world that feels more divided than ever, we are here to inspire creativity and bring joy. We do this by embracing change, thriving in ambiguity, and always looking for solutions.

Why you should apply for a job with TikTok:

Employee well-being is supported via hybrid work, short-term counseling through our EAP and a premium subscription to Headspace.
We embrace diversity across all dimensions and provide employees with 9 employee resource groups globally, including our WOMEN ERG.
Comprehensive parental leave policy as well as fertility treatment through healthcare providers with a $20,000 lifetime maximum.