Machine Learning Engineer, Business Integrity

TikTok
Singapore
Workplace: OnsiteFull timeFunction: Data Science & Machine LearningEducation: mastersSkills: ["Critical thinking","Problem-solving"]

Build large-scale content understanding systems for TikTok monetization within the Business Integrity team. Develop state-of-the-art models, deep dive into AIGC model research and applications, and collaborate with product and business stakeholders to shape product vision. Apply expertise in machine learning, multimodal understanding, and modern deep learning frameworks to enable reliable, high-performing platforms that improve user experience and advertiser value.

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FursaFursa
TikTok
TikTok
1 month ago

Machine Learning Engineer, Business Integrity

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

Job Summary

Build large-scale content understanding systems for TikTok monetization within the Business Integrity team. Develop state-of-the-art models, deep dive into AIGC model research and applications, and collaborate with product and business stakeholders to shape product vision. Apply expertise in machine learning, multimodal understanding, and modern deep learning frameworks to enable reliable, high-performing platforms that improve user experience and advertiser value.
Location: Singapore
Workplace: Onsite
Employment Type: Full time
Job Function: Data Science & Machine Learning
Seniority: Mid level

Key Responsibilities

  • •Participate in development of state-of-the-art large-scale content understanding projects.
  • •Deep dive into cutting-edge AIGC model research and application.
  • •Work with product and business teams on product vision.
  • •Build and scale highly scalable machine learning models for content understanding.
  • •Collaborate across disciplines with global teams to support technical excellence.

Key Requirements

  • •Master/Ph.D. degree in Computer Science, Computer Engineering, or other relevant majors.
  • •Strong foundation in machine learning, including experience with MLLM/LLM, CV, NLP, multimodal, and agent technologies, plus strong self-learning ability.
  • •Familiar with deep learning frameworks such as PyTorch/TensorFlow, with experience in large-scale model training and deployment, and strong engineering implementation skills in Python/C++.
  • •Experience with multimodal model applications including content understanding/integrity, advertisement understanding, product understanding, multimodal understanding, and tagging systems.
  • •Ability to think critically and clearly formulate solutions to problems.
Education:Master's in Computer Science, Computer Engineering, or other relevant majors
Skills:Critical thinkingProblem-solving
Tech Stack:Machine LearningMLLMLLMComputer Vision (CV)NLPMultimodalPyTorchTensorFlowPythonC++AIGC

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