The Data team at Shopee consists of the Business Intelligence and Data Science teams. The Business Intelligence team plays a critical role in building Shopee’s data platforms and conducting business-related analysis to solve business-related issues. The Data Science team prides itself in using scientific methods and hacking skills to power key business processes and elevate the business model based on a deep understanding of Shopee’s business strategy. This includes machine learning, computer vision, natural language processing, and rules-based models.
Analyze massive product listing data to uncover insightful knowledge about product on e-commerce platform and translate research to business impact.
You are expected to be proficient in one of the machine learning domains, such Natural Language Processing (NLP), and Computer Vision (CV), etc. You will learn the business pain points, perform in-depth data wrangling and analysis, deploy advanced machine learning algorithms to tackle complex business problems.
At Shopee, you will work in a fast-paced, dynamic environment, where we quickly learn and adapt, and always passionate on problem solving with collaborative team spirit.
Experience with programming languages such as Python
Experience on SQL, Spark.
Knowledge on Natural Language Process (NLP) and Computer Vision (CV) algorithms.
Familiar with various supervised and unsupervised models to uncover insights from large scale of text and image data.
Experience in Tensorflow or Pytorch machine learning framework.
Having one or more of the following skills will be a big plus.
Working experience of deploying state-of-the-art deep learning models
Experience on e-commerce domain