Algorithm Engineer-Supply Chain and Logistics, TikTok Global E-Commerce
2 months ago
About the team
Relying on TikTok's global e-commerce scene, the team is committed to optimizing TikTok’s global e-commerce logistics fulfillment services through technologies such as machine learning, deep learning, and operational research optimization. Externally, it provides cheap, fast, high-quality logistics services that meet different needs for global consumers and merchants; internally, it builds an intelligent logistics system to save costs, save time, improve efficiency, and improve stability for the fulfillment of orders. We are looking for talented individuals to join us in 2025. As a graduate, you will get unparalleled opportunities for you to kickstart your career, pursue bold ideas and explore limitless growth opportunities. Co-create a future driven by your inspiration with TikTok. Candidates can apply to a maximum of two positions and will be considered for jobs in the order you apply. The application limit is applicable to TikTok and its affiliates' jobs globally. Applications will be reviewed on a rolling basis - we encourage you to apply early. Responsibilities- Responsible for the development of deep learning and operations research models and related intelligent systems for the supply chain and logistics of the global E-Commerce business.- Utilize e-commerce big data and deep learning models to predict end-to-end estimated time of arrival (ETA), and some logistics events such as failed delivery, delivered but not received to enhance the user logistics experience. Build logistics network knowledge graphs and predict the spatio-temporal trajectory sequence of express packages through deep learning, statistical inference and other algorithmic methods. Use NLP and LLM algorithms to handle address problems such as address verification and address suggestion.- Utilize time series forecasting techniques to predict sales at different granularities and horizons, such as warehouse-level manpower forecasting, inventory-level demand forecasting etc. We need strong machine learning and deep learning skills to detect important factors and model the relationship between the future and history. - Participate in the growth of e-commerce merchants/creators, responsible for the growth algorithm of e-commerce merchants/creators, including potential merchants/creators mining algorithm, tiering algorithm, out-reach algorithm, growth algorithm, etc. Work closely with e-commerce merchants/creators related operations and product teams to achieve the high-quality growth goal of e-commerce merchants/creators.- Combined with massive e-commerce information, through data mining and machine learning, predict the performance of products in traffic/conversion, improve the efficiency of product operation strategy and pricing/subsidy strategy, and assist in optimizing traffic distribution, to satisfy the requirements of product growth, cost optimization and some other scenarios.Minimum Qualifications- Final year or recent graduate with a background in Software Development, Computer Science, Computer Engineering, or a related technical discipline.- Proficient in machine learning and statistics, familiar with the principles and model structures of common machine learning and deep learning algorithms for classification, regression, and clustering, with practical application experience.- Proficient in programming languages such as Python/Java, possessing excellent coding abilities, and familiar with at least one common machine learning/deep learning framework (TensorFlow/PyTorch . Preferred Qualifications- Demonstrates a spirit of exploration, outstanding data analysis capabilities, strong initiative, and excellent teamwork and communication skills.- Bonus points for having published papers at conferences such as KDD, NeurIPS, WWW, SIGIR, WSDM, ICML, IJCAI, AAAI, RecSys, or having participated in data mining/machine learning competitions.
-
Algorithm Engineer Intern
2 months ago
Singapur, Singapore TikTok Full timeAbout the team Relying on TikTok's global e-commerce scene, the team is committed to optimizing TikTok’s global e-commerce logistics fulfillment services through technologies such as machine learning, deep learning, and operational research optimization. Externally, it provides cheap, fast, high-quality logistics services that meet different needs for...
-
Algorithm Engineer Intern
1 month ago
Singapur, Singapore TikTok Full timeAbout the team Our team is responsible for developing large scale product knowledge graphs to improve the online shopping experience. We are looking for talented individuals to join us for an internship in 2025. Internships at TikTok aim to offer students industry exposure and hands-on experience. Watch your ambitions become reality as your inspiration...
-
Backend Engineer, TikTok Global E-Commerce
2 months ago
Singapur, Singapore TikTok Full timeAbout the team The Data-E-commerce Engineering team is a global team responsible for AI infra for TikTok E-Commerce ecosystem, including Search and Personization System, LLM chat bot, Risk control, Logistic and Supply Chain, Customer Experience and Governance and Knowledge Graph. We constantly work on areas such as modeling inference and performance...
-
Singapur, Singapore TikTok Full timeAbout the team The Data-E-commerce Engineering team is a global team responsible for AI infra for TikTok E-Commerce ecosystem, including Search and Personization System, LLM chat bot, Risk control, Logistic and Supply Chain, Customer Experience and Governance and Knowledge Graph. We constantly work on areas such as modeling inference and performance...
-
AI Algorithm Engineer
2 days ago
Singapur, Singapore TikTok Full timeAbout the TeamTikTok's global e-commerce team is dedicated to optimizing logistics fulfillment services through cutting-edge technologies such as machine learning, deep learning, and operational research optimization.Our mission is to provide fast, high-quality logistics services that meet the diverse needs of global consumers and merchants, while building...
-
Singapur, Singapore TikTok Full timeAbout the team Relying on TikTok's global e-commerce scene, the team is committed to optimizing TikTok’s global e-commerce logistics fulfillment services through technologies such as machine learning, deep learning, and operational research optimization. Externally, it provides cheap, fast, high-quality logistics services that meet different needs for...
-
Algorithm Engineer Intern
4 weeks ago
Singapur, Singapore TikTok Full timeAbout the team Our team is responsible for developing state-of-the-art NLP/ML algorithms and strategies to improve user consumption experience, inspire merchants' service quality and revenue, and build a fair and flourishing ecosystem on our E-commerce Platform. More specifically, our team is responsible for the algorithms of Intelligent Customer Service...
-
Singapur, Singapore TikTok Full timeAbout the TeamThe Data-E-commerce Engineering team is a global team responsible for developing and maintaining the AI infrastructure for TikTok's E-commerce ecosystem, including Search and Personalization Systems, Large Language Model (LLM) chatbots, Risk Management, Logistics and Supply Chain, Customer Experience, and Governance and Knowledge Graph.We...
-
Algorithm Engineer, TikTok E-Commerce
1 month ago
Singapur, Singapore TikTok Full timeAbout the team Our team is responsible for developing state-of-the-art NLP/ML algorithms and strategies to improve user consumption experience, inspire merchants' service quality and revenue, and build a fair and flourishing ecosystem on our E-commerce Platform. More specifically, our team is responsible for the algorithms of Intelligent Customer Service...
-
Machine Learning Engineer
2 months ago
Singapur, Singapore TikTok Full timeAbout the team The team use the most advanced AI technology to combat various risks/violations in TikTok's e-commerce platform, maintain platform security, build a good e-commerce ecosystem, and empower business teams to improve work efficiency. We pursue the ultimate risk detection capability. The fairness and sustainability of the e-commerce ecosystem,...
-
Machine Learning Engineer Intern
2 months ago
Singapur, Singapore TikTok Full timeAbout the team Our team works on large-scale recommendation systems for various offerings under TikTok and its affiliates, focusing on developing recommendation algorithms/models/strategies. We are committed to developing cutting-edge solutions for e-commerce recommendation systems. We are looking for talented individuals to join us for an internship in...
-
Machine Learning Engineer
3 months ago
Singapur, Singapore TikTok Full timeAbout the team The Search Growth E-commerce team is at the forefront of developing the search recommendation algorithm for TikTok's rapidly expanding global e-commerce enterprise. Utilizing cutting-edge machine learning technology, advanced NLP, CV, recommendation, and multi-modal technology, we're shaping a pioneering engine within the industry. Our...
-
Machine Learning Engineer
3 months ago
Singapur, Singapore TikTok Full timeAbout the team The team use the most advanced AI technology to combat various risks/violations in TikTok's e-commerce platform, maintain platform security, build a good e-commerce ecosystem, and empower business teams to improve work efficiency. We pursue the ultimate risk detection capability. The fairness and sustainability of the e-commerce ecosystem,...
-
Backend Engineer, Global E-commerce
2 months ago
Singapur, Singapore TikTok Full timeAbout the team The team is responsible for developing all of TTS South East Asia businesses - which will involve exciting projects covering user growth, homepage, discovery channel. You'll be tasked with creating a Global e-Commerce Shopping Platform, collaborating closely with engineers around the globe. ---Responsibilities1. Develop efficient, highly...
-
Backend Engineer, Global E-commerce
2 months ago
Singapur, Singapore TikTok Full timeAbout the team The team is responsible for developing all of TTS South East Asia businesses - which will involve exciting projects covering user growth, homepage, discovery channel. You'll be tasked with creating a Global e-Commerce Shopping Platform, collaborating closely with engineers around the globe. ---Responsibilities1. Develop efficient, highly...
-
Singapur, Singapore TikTok Full timeTeam Introduction 1. Logistics product manager team, covering FBT, cross-border, warehousing, last mile logistics product domains.2. Team bases in China, USA, Europe and SEA regions to support the global e-commerce business.3. Closely collaborate with business and R&D teams to ensure smooth deliverables.4. Team scale: 100+ We are looking for talented...
-
Singapur, Singapore TikTok Full timeAbout the team Our team works on large-scale recommendation systems for various offerings under TikTok and its affiliates, focusing on developing recommendation algorithms/models/strategies. We are committed to developing cutting-edge solutions for e-commerce recommendation systems. Responsibilities- Work on recommendation systems, involving contents of...
-
Singapur, Singapore TikTok Full timeAbout the team Our Search Architecture Team is responsible for building up and optimizing the architecture for our Search Engine to provide the best experience for our TikTok Shop Search users. This person will be responsible for the design and development of the global e-commerce search system architecture, ensuring system stability and high availability;...
-
Backend Engineer
3 months ago
Singapur, Singapore TikTok Full timeAbout the team Our Search Architecture Team is responsible for building up and optimizing the architecture for our Search Engine to provide the most stable and best experience for our TikTok Shop Search users. This person will be responsible for the design and development of the global e-commerce search system architecture, ensuring system stability and...
-
E-commerce Algorithm Specialist
5 days ago
Singapur, Singapore TikTok Full timeOpportunity for an AI Engineer in E-commerceWe are seeking a talented AI Engineer who specializes in enhancing user interaction and product recognition within the online retail space. This role focuses on leveraging advanced technologies in Natural Language Processing (NLP), Computer Vision (CV), and multimodal systems to create a superior shopping...
