Tech Lead Machine Learning Engineer, TikTok Branding Ads job opportunity at Tiktok.

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Tiktok Tech Lead Machine Learning Engineer, TikTok Branding Ads
Experience: 1-year
Pattern: full-time
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Engineering

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degreeBachelor's (B.Sc.)
loacation San Jose, United States Of America
loacation San Jose....United States Of America

Lead and design key project roadmaps for an efficient large-scale video content indexing and retrieval system to support vector-level matching and filtering between ad semantics and millions of native videos. ‎__ ‎- Use large video models to model the semantic meaning of video content and construct structured vector #representations. ‎__ ‎- Build multimodal #representations of brand #ads (video/picture + title/script + brand semantics, etc.) to achieve cross-modal alignment. ‎__ ‎- Set up content understanding pipelines for various #business scenarios, processing tens of millions of videos daily. ‎__ ‎- Apply #technologies such as Embedding Distillation and Hard Negative Mining to optimize the training process. ‎__ ‎- Integrate large model inference services and design of multi-channel recall service architectures (supporting multimodal + multi-stage inference). ‎__ ‎- Design of incremental update, cache acceleration, and offline synchronization mechanisms for multimodal pipelines. ‎__ ‎- Drive proactive cross functional communication with PMs, Product, Data #Scientist, and #Designer teams, and ensure smooth #ads product delivery and launching.

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