Job Description

As a Shopee data scientist for risk modelling, you may contribute your talent in our exciting projects in some of the following ways:

  • Work on retail finance products such as consumer lending, personal finance.
  • Collaborate closely with the business team. Translate business insight into machine learning models.
  • Analyze massive data such as customer profiling, text, image and time series.
  • Present the business insight of the data to business team in a clear way.
  • Processing realtime big data using Spark, HBase, Kafka and other tools
  • Feature engineering and proof of concept in a fast pace
  • Maintain data pipeline and feature pool
  • Create dashboard and continuously monitor data quality and model performance
  • Review live performance of the model and keep iterate the model
  • Do case study and find potential risk in the financial business

Requirements

  • Eager to learn new things and has passion in work
  • Take responsibility, team oriented, result oriented, customer oriented
  • Good coding habit in ​Python​ and is able to solve problems in a fast pace
  • Good ​SQL​ skills to show data insight in a fast pace
  • Familiar with popular machine learning models in financial applications such as XGBoost​, ​random forest
  • Prefer to have some big data experience in using ​Spark, Kafka, HBase
  • Prefer to have some finance knowledge especially in ​microfinance

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