Logo of Huzzle

Home

Matches

Explore

Manage

Machine Learning Engineer Intern (Monetization Technology-Vertical Business Technology) - 2024 Start (BS/MS/PhD) - San Jose

image

TikTok

Mar 14

Applications are closed

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

Requirements

  • Currently pursuing an Bachelor's/Master's Degree in Computer Science, Mathematics, Statistics, or a related technical discipline with 2+ years research or machine learning modeling experience.
  • - Solid programming skills, proficient in C/C++ and Python. Familiar with basic data structure and algorithms. Familiar with Linux development environment.
  • Good analytical thinking capability. Essential knowledge and skills in statistics.
  • Good theoretical grounding in deep learning concepts and techniques.
  • Familiar with architecture and implementation of at least one mainstream machine learning programming framework (TensorFlow/Pytorch/MXNet), familiar with its architecture and implementation mechanism.
  • Preferred Qualifications:
  • PhD candidate focused on a statistical learning related field.
  • Good knowledge in one of the following fields: Factorization Machine, Uplift Modeling, Diffusion Models, Reinforcement Learning.
  • Basic understanding of large recommendation system and ads serving system concepts.

Responsibilities

  • Build highly scalable machine learning systems/models to improve ads ranking results.
  • Explore, develop and experiment with new features to improve model accuracy.
  • Understand advertisement platform objectives and take full advantage of modern machine learning to improve ad quality, relevancy, and select the best ad formats delivered to end-users.
  • Develop robust core systems and algorithms, including ads format selection system, ads ranking system, model serving system, etc.

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.