The mission of the Marketplace Data team is to build sustainable and scalable data products to promote the business and mission of Shopee marketplace by analyzing massive item and user related data, producing reliable predictive business insights and data-driven services, maximising the effectiveness of marketing campaigns as well as providing personalised e-commerce experiences based on all-round item profiling and user profiling data and information.
- Applying state-of-the-art CV techniques to understand the product images
- Building CV or multimodality methods and pipelines to process and optimize the item images
- Work cross-functionally with business owners/product managers/engineers, and designers throughout the whole process of the projects, including problem formulation, solution design and implementation.
- Experience with programming languages such as Python
- Experience on SQL, Spark.
- Experience on deep learning frameworks such as pytorch, tensorflow, keras etc
- Experience with Computer Vision area
- Familiar with various supervised and unsupervised models to uncover insights from large scale of image data.
- Good communication skills to explain ML solutions to non-technical people