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

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

Develop deep learning and operations research models to optimize global e-commerce supply chain and logistics. Build logistics and supply-chain knowledge graphs, predict ETA and logistics events (e.g., failed delivery), and solve address verification/suggestion with NLP and LLMs. Create time-series forecasts for inventory and manpower, and develop merchant/merchandise algorithm systems for mining, outreach, growth diagnosis, and traffic/conversion prediction. Collaborate with e-commerce operations and product teams to drive growth goals.

Loading

Loading job details...

Preparing the role view and application actions.

FursaFursa
TikTok
TikTok
1 day ago

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

✓ Verified Job

Canonical indexed version, validated from employer's careers page.

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

Job Summary

Develop deep learning and operations research models to optimize global e-commerce supply chain and logistics. Build logistics and supply-chain knowledge graphs, predict ETA and logistics events (e.g., failed delivery), and solve address verification/suggestion with NLP and LLMs. Create time-series forecasts for inventory and manpower, and develop merchant/merchandise algorithm systems for mining, outreach, growth diagnosis, and traffic/conversion prediction. Collaborate with e-commerce operations and product teams to drive growth goals.
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 and intelligent systems for global e-commerce supply chain and logistics.
  • •Use e-commerce big data and deep learning to predict end-to-end ETA and logistics events, and build logistics network knowledge graphs.
  • •Apply NLP and LLM algorithms for address problems such as address verification and address suggestion.
  • •Build time-series forecasting models to predict sales and related metrics (e.g., manpower and inventory demand).
  • •Develop merchant/merchandise algorithm systems and predict merchandise traffic/conversion to improve operations strategy, pricing/subsidy strategy, and traffic distribution.

Key Requirements

  • •Completing or recently completed a Bachelor's or Master's degree in Software Development, Computer Science, Computer Engineering, or a related technical discipline.
  • •Proficient in machine learning and statistics, with practical experience in deep learning/classification, regression, and clustering algorithms.
  • •Strong coding ability in Python/Java and familiarity with at least one ML/DL framework such as TensorFlow or PyTorch.
  • •Hands-on experience applying LLMs and AI Agents in business scenarios (preferred).
  • •Demonstrate exploration, data analysis capability, initiative, and excellent teamwork and communication (preferred).
Education:
Skills:ExplorationData analysisInitiativeTeamworkCommunication
Tech Stack:PythonJavaTensorFlowPyTorchMachine learningDeep learningLLMNLPAI AgentsKnowledge graphTime series forecastingOperations researchSpatio-temporal trajectory

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