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Algorithm Engineer (Recommendation) - Video Recommendation-Music

Algorithm Engineer (Recommendation) - Video Recommendation-Music

TIKTOK PTE. LTD.D01 Cecil, Marina, People’s Park, Raffles Place, SG
12 days ago
Job description

Roles & Responsibilities

Responsibilities

  • Understand machine learning techniques and business objectives, end-to-end own recommendation system and responsible for user can better discover and consume music in TikTok.
  • Build industry leading recommendation systems for providing accurate music recommendations and high-quality music experience during the user's creation process, improving user's creative experience.
  • Focus on building algorithms for music promotion, guiding music trends and amplifying TikTok Music's influence within the music industry.
  • Run experiments to test the performance of deployed models, and identifies and resolves bugs that arise in the process.
  • Work together with cross functional teams, such as product managers and data analysts, to grow TikTok Muisc business.

Qualifications

Minimun Qualifications

  • Bachelor's degree or above majoring in Computer Science, or related fields.
  • 2 years and above relevant experience in one or more of the following areas : machine learning, recommendation systems or other related areas, with solid experience with data structures and algorithms.
  • Strong coding skills in at least one of the following programming languages, e.g. Python, Java, C / C++, etc.
  • Familiar with the training and deployment of one or more framework models of TensorFlow / PyTorch / MXNet.
  • Able to break down and solve problems independently with good teamwork and a passion for tackling challenging problems
  • Excellent business sense and communication skills, able to work with PM to promote business development

    • Tell employers what skills you have

    TensorFlow

    Machine Learning

    Data Structures

    Artificial Intelligence

    Azure Machine Learning

    Research and Development

    Music Industry

    PyTorch

    Python

    Communication Skills

    Data Science

    Java

    Business Development

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    Algorithm Engineer • D01 Cecil, Marina, People’s Park, Raffles Place, SG