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

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

Develop deep learning and operations research models that power global e-commerce supply chain and logistics, including ETA and logistics event prediction, knowledge graphs, and spatio-temporal forecasting. Apply time-series forecasting to predict sales and manpower/inventory demand, and use NLP/LLM approaches for address verification and suggestion. Build merchant/merchandise growth and recommendation systems using large-scale e-commerce data, improving traffic/conversion under cost/profit targets.

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FursaFursa
TikTok
TikTok
1 day ago

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

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Last checked: 13 hours agoStatus: Live

Job Summary

Develop deep learning and operations research models that power global e-commerce supply chain and logistics, including ETA and logistics event prediction, knowledge graphs, and spatio-temporal forecasting. Apply time-series forecasting to predict sales and manpower/inventory demand, and use NLP/LLM approaches for address verification and suggestion. Build merchant/merchandise growth and recommendation systems using large-scale e-commerce data, improving traffic/conversion under cost/profit targets.
Location: Singapore
Workplace: Onsite
Employment Type: Full time
Job Function: Data Science & Machine Learning
Seniority: Graduate level

Key Responsibilities

  • •Develop deep learning and operations research models for supply chain and logistics intelligence.
  • •Use e-commerce big data to predict end-to-end ETA and logistics events; build logistics knowledge graphs and model express package spatio-temporal trajectories.
  • •Apply time-series forecasting to predict sales at multiple granularities and horizons (e.g., warehouse manpower and inventory demand).
  • •Build merchant/merchandise algorithm systems such as potential merchant mining, tiering, outreach, seller growth diagnosis, and recommendation systems.
  • •Predict merchandise traffic/conversion performance and improve merchandise operation strategy and pricing/subsidy strategy to meet growth goals.

Key Requirements

  • •Completing or recently completed a PhD in Software Development, Computer Science, Computer Engineering, or a related technical discipline.
  • •Proficiency in machine learning and statistics, including common ML/DL algorithms for classification, regression, and clustering with practical experience.
  • •Strong programming skills in Python/Java.
  • •Familiarity with at least one common ML/DL framework such as TensorFlow or PyTorch.
  • •Hands-on experience applying LLMs and AI agents in business scenarios is preferred.
Education:PhD / Doctorate
Skills:Data analysisInitiativeTeamworkCommunicationExploration spirit
Tech Stack:PythonJavaTensorFlowPyTorchLLMNLPDeep learningTime series forecastingKnowledge graphOperations research

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