Machine Learning Engineer (Content Understanding) Intern, (TikTok Live Foundation Sydney) - 2027 start (PhD)

TikTok
Sydney
InternshipFunction: Data Science & Machine LearningExperience: 2+ yearsSkills: ["Communication","Collaboration","Self-driven","Cooperative","Willingness to keep learning"]

Build and iterate lifecycle machine learning models—from training to deployment and maintenance—for TikTok’s live streaming content understanding initiatives. Convert ML models into scalable, highly available online services and improve model performance based on product goals. Collaborate across cross-functional teams to integrate advanced modeling techniques into production and support SMB merchants and creators through better live streaming experiences.

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FursaFursa
TikTok
TikTok
1 day ago

Machine Learning Engineer (Content Understanding) Intern, (TikTok Live Foundation Sydney) - 2027 start (PhD)

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Source: Company careers pageValidated by: Fursa AI
Last checked: 12 hours agoStatus: Live

Job Summary

Build and iterate lifecycle machine learning models—from training to deployment and maintenance—for TikTok’s live streaming content understanding initiatives. Convert ML models into scalable, highly available online services and improve model performance based on product goals. Collaborate across cross-functional teams to integrate advanced modeling techniques into production and support SMB merchants and creators through better live streaming experiences.
Location: Sydney
Employment Type: Internship
Job Function: Data Science & Machine Learning
Seniority: Intern level

Key Responsibilities

  • •Develop and iterate ML lifecycle models, including training, deployment, maintenance, and iteration.
  • •Convert ML models into scalable online services for online businesses.
  • •Improve content understanding strategy and model performance based on product goals.
  • •Integrate advanced modeling techniques into production by collaborating with engineers and cross-functional teams.

Key Requirements

  • •Proficient in at least one of Go, Python, Java, or C++.
  • •Solid knowledge and experience with at least one major deep learning framework (e.g., PyTorch, TensorFlow).
  • •2+ years experience in machine learning/deep learning and areas including computer vision, NLP, audio, content understanding, or large-scale online ML platforms.
  • •Experience building scalable, highly available, distributed, mission-critical systems.
  • •Able to work closely with diverse stakeholders with good communication skills.
Experience:2+ yearsMachine learningDeep learningComputer visionNLPContent understandingLarge-scale online machine learning platforms
Skills:CommunicationCollaborationSelf-drivenCooperativeWillingness to keep learning
Tech Stack:GoPythonJavaC++PyTorchTensorflow

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