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Machine Learning Engineer Intern (TikTok-Data-E-Commerce) - 2024 Start (MS) - Seattle

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TikTok

Mar 14

Applications are closed

  • Internship
    Full-time
    Summer Internship
  • Data
  • Seattle

Requirements

  • Currently pursuing a Master's degree in Software Development, Computer Science, Computer Engineering, or a related technical discipline.
  • Solid knowledge in one of the following areas: machine learning, deep learning, data mining, large-scale systems.
  • Experience with at least one programming language like C++/Python or equivalent.
  • Experience in Deep Learning Tools such as tensorflow/ pytorch.
  • Must obtain work authorization in country of employment at the time of hire, and maintain ongoing work authorization during employment; Able to commit to working for 12 weeks starting May 2024
  • Preferred Qualifications:
  • Graduating December 2024 onwards with intent to return to degree-program after the completion of the internship.
  • Familiar with one or more of the algorithms such as Collaborative Filtering, Matrix Factorization, Factorization Machines, Word2vec, Logistic Regression, Gradient Boosting Trees, Deep Neural Networks, Wide and Deep etc.
  • Publications at KDD, NeurlPS, WWW, SIGIR, WSDM, ICML, IJCAI, AAAI, RECSYS and related conferences/journals, or experience in data mining/machine learning competitions such as Kaggle/KDD-cup etc.

Responsibilities

  • Participate in building large-scale (10 million to 100 million) e-commerce recommendation algorithms and systems, including commodity recommendations, live stream recommendations, short video recommendations etc in TikTok.
  • Build long and short term user interest models, analyze and extract relevant information from large amounts of various data and design algorithms to explore users' latent interests efficiently.
  • Design, develop, evaluate and iterate on predictive models for candidate generation and ranking(eg. Click Through Rate and Conversion Rate prediction) , including, but not limited to building real-time data pipelines, feature engineering, model optimization and innovation.

TikTok

Entertainment & Media
Industry
10,001+
Employees
2017
Founded Year

Mission & Purpose

TikTok is a social media platform where users create and share short videos on various topics, including entertainment, education, and lifestyle. Their ultimate goal is to inspire creativity and bring joy to people's lives through engaging and entertaining content. TikTok's purpose is to provide a platform for self-expression and connection, fostering a global community where individuals can express themselves authentically and connect with others who share similar interests and passions.