Machine Learning Engineer, Commerce Ads

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

Design and build scalable machine learning systems that improve TikTok Commerce Ads ranking quality and help optimize advertisers’ real business objectives, including ROI and user value. Develop and experiment with model features for improved accuracy, and apply machine learning to enhance ad relevance and the quantity delivered. Collaborate across engineering, product, and design to connect users, advertisers, and next-generation shopping experiences, using modern frameworks and distributed systems.

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FursaFursa
TikTok
TikTok
1 month ago

Machine Learning Engineer, Commerce Ads

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Source: Company careers pageValidated by: Fursa AI
Last checked: 5 minutes agoStatus: Live

Job Summary

Design and build scalable machine learning systems that improve TikTok Commerce Ads ranking quality and help optimize advertisers’ real business objectives, including ROI and user value. Develop and experiment with model features for improved accuracy, and apply machine learning to enhance ad relevance and the quantity delivered. Collaborate across engineering, product, and design to connect users, advertisers, and next-generation shopping experiences, using modern frameworks and distributed systems.
Location: San Jose
Workplace: Onsite
Employment Type: Full time
Job Function: Data Science & Machine Learning

Key Responsibilities

  • •Build scalable machine learning systems and state-of-the-art models to improve ads ranking quality and optimize marketing strategies.
  • •Develop and experiment with new features to improve model accuracy.
  • •Apply machine learning to understand ads platform objectives and improve ad relevance, quality, and delivered quantity.
  • •Predict metrics such as click-through rate and conversion rate and perform user journey optimization.
  • •Collaborate with Product Managers, Designers, and other disciplines to explore next-generation shopping experiences on TikTok.

Key Requirements

  • •BS/MS degree in Computer Science, Computer Engineering, or a relevant major with related work experience.
  • •Strong programming skills in Go, C/C++, and/or Python, with data structures and algorithms knowledge.
  • •Knowledge of statistics and strong analytical thinking.
  • •Solid theoretical foundation in machine learning and deep learning concepts (e.g., CNN/RNN/LSTM).
  • •Experience with the architecture and implementation of at least one major ML framework such as TensorFlow, PyTorch, or MXNet.
Education:Bachelor's in Computer Science, Computer Engineering, or other relevant majors
Skills:Analytical thinkingData structures & algorithms
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