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Machine Learning Intern (Demand Forecasting) - 2024 Summer (MS/PhD)

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TikTok

Jan 25, 2024

Applications are closed

  • Internship
    Full-time
    Summer Internship
  • Data
  • San Jose

Requirements

  • Currently pursuing a Master's or PhD degree in Computer Science, Engineering, Operations Research or related fields.
  • Strong in data structures and algorithms, with excellent problem-solving ability and programming skills
  • Experience in applied machine learning, familiar with deep learning (time series is better)
  • Experience with at least one of the Big Data tools (For eg. Hive sql/Spark/Mapreduce; at least one of the Deep Learning tools(For eg. Tensorflow/Pytorch).

Responsibilities

  • Build deep learning and statistical models to provide SKU-level prediction for inventory management and mitigate out-of-stock issues through accurate demand forecasting.
  • Develop various features for live, video, mall channels from big data in Tiktok and do data analysis on feature importance.
  • Develop innovative and state-of-the-art time series models for demand forecasting and deploy models into production.
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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.