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.
Job Description :
Work cross-functionally with business owners / product managers / engineers, and designers in providing language solutions for our users
Apply machine learning, natural language processing in core subject areas including but not limited to : machine translation, chatbot, and fundamental language services
Build, validate, test, and deploy AI models and algorithms
Minimum B.S. degree in Computer Science or a related technical field. Master or PhD in Computer Science, Statistics, Mathematics or fields related to NLP / Machine Learning / Deep Learning preferred
At least 2 years of working experiences for B.S. and Master degree holder
Excellent communication skills with the ability to identify and communicate data-driven insights and solutions
Detail-oriented and efficient time manager who thrives in a dynamic and fast-paced working environment
Familiar with Python and / or Golang development and Unix / Linux system experience
Familiar with SQL (Mysql, Mssql, PostgreSQL, Hive, etc) experience
Supervised / unsupervised learning, data engineering, feature engineering / optimization
Deep understanding and good experience on the whole machine learning pipeline