LLM Machine Learning Engineer Intern (Global E-Commerce, Supply Chain and Logistics) - 2027 Start (PhD)

TikTok
Singapore
Workplace: OnsiteInternshipFunction: Data Science & Machine LearningEducation: phdSkills: ["Teamwork","Communication","Data analysis","Initiative","Exploration"]

Join the team focused on improving global e-commerce assortment efficiency and fulfillment experience. Build deep learning and operations research models for logistics ETA, delivery exceptions, and spatio-temporal package trajectories using knowledge graphs. Use time-series forecasting for demand and manpower planning, and develop LLM/NLP systems for address verification/suggestions. Collaborate on merchant and merchandise growth algorithms, including mining, ranking, outreach, and conversion performance modeling.

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FursaFursa
TikTok
TikTok
1 day ago

LLM Machine Learning Engineer Intern (Global E-Commerce, Supply Chain and Logistics) - 2027 Start (PhD)

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

Job Summary

Join the team focused on improving global e-commerce assortment efficiency and fulfillment experience. Build deep learning and operations research models for logistics ETA, delivery exceptions, and spatio-temporal package trajectories using knowledge graphs. Use time-series forecasting for demand and manpower planning, and develop LLM/NLP systems for address verification/suggestions. Collaborate on merchant and merchandise growth algorithms, including mining, ranking, outreach, and conversion performance modeling.
Location: Singapore
Workplace: Onsite
Employment Type: Internship
Job Function: Data Science & Machine Learning
Seniority: Intern level

Key Responsibilities

  • •Develop deep learning and operations research models for global e-commerce supply chain and logistics.
  • •Use e-commerce big data to predict end-to-end ETA and logistics events, and build logistics knowledge graphs for spatio-temporal trajectory prediction.
  • •Apply NLP/LLM methods for address verification and address suggestion.
  • •Build time-series forecasting models for sales and forecasting needs at warehouse and inventory granularity.
  • •Develop merchant/merchandise algorithm systems (mining, tiering, outreach, growth diagnosis, and recommendation) and optimize pricing/subsidy strategies.

Key Requirements

  • •Currently pursuing a PhD in Software Development, Computer Science, Computer Engineering, or a related technical discipline.
  • •Proficient in machine learning and statistics, including classification, regression, and clustering with practical experience.
  • •Strong programming skills in Python/Java, and familiarity with TensorFlow or PyTorch.
  • •Demonstrated ability to apply LLM and AI Agents in business scenarios (preferred).
  • •Strong data analysis capabilities, initiative, teamwork, and communication (preferred).
Education:PhD / Doctorate in Software Development, Computer Science, Computer Engineering, or related technical discipline
Skills:TeamworkCommunicationData analysisInitiativeExploration
Tech Stack:PythonJavaTensorFlowPyTorchLLMNLPDeep learning

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