Machine Learning Engineer Intern (Global E-Commerce) - 2027 Start (PhD)

TikTok
Singapore
Workplace: OnsiteInternshipFunction: Data Science & Machine LearningEducation: phdSkills: ["Self-driven mindset","Curiosity","Strong ownership","Communication","Collaboration"]

Build end-to-end machine learning systems for TikTok Shop’s global e-commerce ecosystem, spanning recommendation, ranking, retrieval, forecasting, pricing, conversational AI, and content understanding. Apply deep learning, NLP, CV, multimodal modeling, and LLM techniques to real business problems. Develop scalable training and inference pipelines, run experiments, debug production issues, and iterate rapidly while partnering with product, engineering, and data science teams.

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FursaFursa
TikTok
TikTok
1 day ago

Machine Learning Engineer Intern (Global E-Commerce) - 2027 Start (PhD)

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

Job Summary

Build end-to-end machine learning systems for TikTok Shop’s global e-commerce ecosystem, spanning recommendation, ranking, retrieval, forecasting, pricing, conversational AI, and content understanding. Apply deep learning, NLP, CV, multimodal modeling, and LLM techniques to real business problems. Develop scalable training and inference pipelines, run experiments, debug production issues, and iterate rapidly while partnering with product, engineering, and data science teams.
Location: Singapore
Workplace: Onsite
Employment Type: Internship
Job Function: Data Science & Machine Learning
Seniority: Intern level

Key Responsibilities

  • •Design and develop ML algorithms and intelligent systems for large-scale e-commerce scenarios including recommendation, ranking, retrieval, forecasting, pricing, governance, and conversational AI.
  • •Apply machine learning, deep learning, NLP, CV, multimodal models, and LLMs to solve real-world business problems.
  • •Build end-to-end algorithm solutions covering data processing, feature engineering, model training, evaluation, deployment, monitoring, and continuous optimization.
  • •Develop scalable systems for real-time or offline learning and inference on large-scale structured and unstructured data.
  • •Partner with product, engineering, data science, and business teams to translate needs into high-impact technical solutions and iterate based on experiments and production debugging.

Key Requirements

  • •Currently pursuing a PhD in Software Development, Computer Science, Computer Engineering, or a related technical discipline.
  • •Strong foundation in machine learning, deep learning, statistics, and algorithms.
  • •Strong programming skills in Python, C++, Java, Go, or Rust.
  • •Hands-on experience with PyTorch or TensorFlow.
  • •Ability to turn algorithm ideas into business-impacting solutions; self-driven with strong ownership and curiosity.
Experience:E-commerceMarketplace platformsAdvertisingGrowth
Education:PhD / Doctorate in Software Development, Computer Science, Computer Engineering, or a related technical discipline
Skills:Self-driven mindsetCuriosityStrong ownershipCommunicationCollaboration
Tech Stack:PythonC++JavaGoRustPyTorchTensorFlowNLPCVMultimodal modelsLLMsFoundation modelsGenerative recommendationAI agentsConversational AI

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