Algorithm Engineer-chatbot

2 weeks ago

Singapore Shopee Full time

DepartmentEngineering and Technology- LevelExperienced (Individual Contributor)- LocationSingaporeThe Engineering and Technology team is at the core of the Shopee platform development.

The team is made up of a group of passionate engineers from all over the world, striving to build the best systems with the most suitable technologies.

Our engineers do not merely solve problems at hand; We build foundations for a long-lasting future.

We don't limit ourselves on what we can or can't do; we take matters into our own hands even if it means drilling down to the bottom layer of the computing platform.

Shopee's hyper-growing business scale has transformed most "innocent" problems into huge technical challenges, and there is no better place to experience it first-hand if you love technologies as much as we do.


About the Team:

  • As a leading ecommerce platform in Southeast Asia, Shopee experiences a high volume of complex issues in the field of ecommerce, including presale shopping guide consultations, insale tracking, and aftersale customer service, generated by hundreds of millions of shoppers and sellers every day. Shopee utilizes advanced AI technology, IM realtime communication, social media channels, and other technologies to develop a new generation of intelligent customer service platform. The aim is to enhance user experience and reduce platform costs. As the business expands and the user base continues to grow, smart customer service will progressively assume a more significant role and become a standard product for ecommerce business platforms, such as financial payment and logistics distribution
  • Design, develop, and implement machine learning models and techniques to address complex challenges in chatbot and inhouse agent services, including natural language processing, time series prediction, optimal control, etc.
  • Collaborate with crossfunctional teams, including software engineers, data scientists, and product managers, to integrate machine learning solutions into the platform.
  • Investigate and pioneer the advances in deep learning to drive innovation and develop stateoftheart algorithms and models

Requirements:

  • Bachelor or higher degree in Computer Science, Data Science, Machine Learning, or a related field.
  • Strong knowledge of various machine learning algorithms, especially for natural language processing, pretrained model and large language model.
  • Extensive experience with machine learning frameworks and libraries, such as TensorFlow, PyTorch, or similar.
  • Proficiency in programming languages like Python and expertise in data manipulation and analysis.
  • Excellent problemsolving and analytical thinking abilities, with a focus on delivering practical and scalable solutions.

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