12 hours ago

Algorithm Engineer Graduate (TikTok Shop Global E-Commerce, Supply Chain and Logistics) - 2026 Start (PhD)

✓ 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

Build deep learning and operations research models to optimize global supply chain and logistics for e-commerce. Work with e-commerce big data to predict logistics events like ETA, failed delivery, and address issues using NLP/LLMs, and develop logistics network knowledge graphs. Apply time-series forecasting for demand and sales, and design merchant/merchandise algorithm systems to improve traffic, conversion, pricing, and subsidy strategies.

Location: Singapore

Workplace: Onsite

Employment Type: Full time

Job Function: Supply Chain & Logistics

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 ETA and logistics events, and build logistics knowledge graphs to model express package trajectories.
•Apply time-series forecasting to predict sales and demand at different granularities, including forecasting warehouse manpower and inventory demand.
•Build merchant and merchandise algorithm systems for mining potential merchants, tiering, outreach, and seller growth diagnosis and recommendations.
•Use machine learning to predict merchandise traffic/conversion and improve merchandising strategies, pricing/subsidy strategy, and traffic distribution.

Key Requirements

•Final year PhD graduates in Computer Science, engineering, or a quantitative field.
•Proficiency in machine learning and statistics, including classification, regression, and clustering with practical experience.
•Proficiency in programming languages such as Python/Java and strong coding ability.
•Familiarity with at least one machine learning/deep learning framework such as TensorFlow or PyTorch.
•Experience applying deep learning models and data analysis to real problems in relevant domains.

Education:PhD / Doctorate in Computer Science, engineering or quantitative field

Skills:ExplorationData analysisInitiativeTeamworkCommunication

Tech Stack:PythonJavaTensorFlowPyTorchNLPLLMKnowledge graphsTime series forecastingDeep learningMachine learningOperations 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

Website LinkedIn

Loading job details...

Preparing the role view and application actions.

TikTok

12 hours ago

Algorithm Engineer Graduate (TikTok Shop Global E-Commerce, Supply Chain and Logistics) - 2026 Start (PhD)

✓ 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

Location: Singapore

Workplace: Onsite

Employment Type: Full time

Job Function: Supply Chain & Logistics

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 ETA and logistics events, and build logistics knowledge graphs to model express package trajectories.
•Apply time-series forecasting to predict sales and demand at different granularities, including forecasting warehouse manpower and inventory demand.
•Build merchant and merchandise algorithm systems for mining potential merchants, tiering, outreach, and seller growth diagnosis and recommendations.
•Use machine learning to predict merchandise traffic/conversion and improve merchandising strategies, pricing/subsidy strategy, and traffic distribution.

Key Requirements

•Final year PhD graduates in Computer Science, engineering, or a quantitative field.
•Proficiency in machine learning and statistics, including classification, regression, and clustering with practical experience.
•Proficiency in programming languages such as Python/Java and strong coding ability.
•Familiarity with at least one machine learning/deep learning framework such as TensorFlow or PyTorch.
•Experience applying deep learning models and data analysis to real problems in relevant domains.

Education:PhD / Doctorate in Computer Science, engineering or quantitative field

Skills:ExplorationData analysisInitiativeTeamworkCommunication

Tech Stack:PythonJavaTensorFlowPyTorchNLPLLMKnowledge graphsTime series forecastingDeep learningMachine learningOperations research

Company Brief

TikTok

Industry: Digital Media

Company Size: Enterprise (1,001+ employees)

Growth: Scaleup

Headquarters: Singapore, Singapore

Founded: 2016

Website LinkedIn