Senior ML Engineer - Real-Time Personalization & Commerce

TikTok USDS Joint Venture; Seattle (WA); Presencial; USD 178 000 - 342 000; Tempo integral

Resumo da oferta

TikTok USDS Joint Venture LLC is seeking a qualified professional to design and optimize large-scale ML algorithms that analyze real-time creator interests, improving conversion efficiency and platform GMV.

You will leverage recommender-system knowledge and deep learning tools to enhance monetization for merchants while supporting rapid e-commerce development and a secure, privacy-conscious data environment.

Qualificações

• Bachelor's degree in Computer Science or related field.
• Strong programming and problem-solving ability.
• Familiar with recommender-system algorithms.
• Experience with Deep Learning tools such as TensorFlow/PyTorch.
• Experience in at least one programming language like C++/Python or equivalent.

Responsabilidades

• Build and design large-scale ML algorithms to model real-time creator interests to improve conversion efficiency.
• Optimize TikTok's ranking and recall of creators' product recommendations and improve GMV.
• Analyze the behavior of creators and merchants to build targeted algorithm strategies to empower creators and merchants.
• Support rapid development of TikTok's e-commerce business and serve millions of merchants, explore more efficient business models.

Conhecimentos

Strong programming

Problem-solving

Recommender systems

ML algorithms

TensorFlow/PyTorch

C++/Python

Formação académica

Bachelor's degree in Computer Science or related field

Ferramentas

TensorFlow

PyTorch

Descrição da oferta de emprego

TikTok USDS Joint Venture LLC is seeking a qualified professional to design and optimize large-scale ML algorithms that analyze real-time creator interests, improving conversion efficiency and platform GMV.

You will leverage recommender-system knowledge and deep learning tools to enhance monetization for merchants while supporting rapid e-commerce development and a secure, privacy-conscious data environment.