Machine Learning Engineer Graduate (Commerce Ads) - 2027 Start

TikTok
San Jose
Workplace: OnsiteFull timeFunction: Data Science & Machine LearningEducation: bachelorsSkills: ["Analytical thinking","Experimenting","Collaboration"]

Build scalable machine learning systems and state-of-the-art models for TikTok Commerce Ads to improve ranking quality and optimize advertiser marketing strategies. Work on click-through and conversion rate prediction, intelligent format selection, and user journey optimization. Experiment with new features to boost model accuracy, apply ML to improve ad relevance and delivered quality, and collaborate with Product Managers and Designers on next-generation shopping experiences.

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TikTok
TikTok
1 hour ago

Machine Learning Engineer Graduate (Commerce Ads) - 2027 Start

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Last checked: 1 hour agoStatus: Live

Job Summary

Build scalable machine learning systems and state-of-the-art models for TikTok Commerce Ads to improve ranking quality and optimize advertiser marketing strategies. Work on click-through and conversion rate prediction, intelligent format selection, and user journey optimization. Experiment with new features to boost model accuracy, apply ML to improve ad relevance and delivered quality, and collaborate with Product Managers and Designers on next-generation shopping experiences.
Location: San Jose
Workplace: Onsite
Employment Type: Full time
Job Function: Data Science & Machine Learning
Seniority: Graduate level

Key Responsibilities

  • •Build scalable machine learning systems and models to improve ads ranking quality and advertiser marketing strategies.
  • •Develop features and run experiments to improve model accuracy.
  • •Apply ML to ad platform objectives to enhance ads relevance, quality, and quantity delivered to end-users.
  • •Optimize advertiser outcomes using examples such as CTR prediction, CVR prediction, and intelligent format selection.
  • •Collaborate with Product Managers, Designers, and other disciplines to explore next-generation shopping experiences.

Key Requirements

  • •Completing or recently completed a Bachelor's or above degree in Computer Science, Computer Engineering, or a related technical discipline.
  • •Strong programming skills including Go, C/C++, and Python; knowledge of data structures and algorithms.
  • •Familiar with a Linux development environment.
  • •Essential knowledge of statistics and strong analytical thinking.
  • •Theoretical grounding in machine learning and deep learning concepts (e.g., CNN/RNN/LSTM) and experience with at least one framework (TensorFlow/PyTorch/MXNet).
Experience:Online advertising systemsSearch and recommendationDistributed systemsMachine learning research
Education:Bachelor's in Computer Science, Computer Engineering, or a related technical discipline
Skills:Analytical thinkingExperimentingCollaboration
Tech Stack:GoC/C++PythonLinuxTensorFlowPyTorchMXNetCNNRNNLSTMSpark

Company Brief

TikTok
Short-form video platform that lets users create, share, and discover entertainment content through algorithmic recommendations. It also offers advertising and creator tools for brands, influencers, and businesses.
Industry: Digital Media
Company Size: Enterprise (1,001+ employees)
Growth: Scaleup
Headquarters: Singapore, Singapore
Founded: 2016
WebsiteLinkedIn