Data Scientist

GDP World

3 个月前更新软体 » 数据科学家

职缺描述

As a Data Scientist, you will lead projects that derive value from our unique, rich and rapidly growing data. Specifically, you will do analysis and build models that will help drive originations and reduce losses for our business loan products.

Specific problems you will solve include:

  • How can we detect fraud and avoid making loans to businesses who are unlikely to repay?
  • How should we size loans to balance risk and growth? What, if any, external data should we invest in to improve the performance of our credit models?
  • How do we optimize our marketing? For example, what is the optimal frequency and timing of emails?

职务需求

Requirements:

1. 2-4 years of relevant industry experience

2. Experience developing and deploying machine learning and statistical models

3. Strong quantitative intuition and data visualization skills for ad-hoc and exploratory analysis

4. The versatility to communicate clearly with both technical and non-technical audiences

5. A willingness to solve problems using whichever tool is most appropriate for the situation, balancing multiple business and technical constraints

Preferred:

1. A graduate degree in statistics, applied mathematics, computer science, physical sciences, or a similar technical field

2. Experience with lending and/or financial data

Technologies we use and teach:

Python (numpy, pandas, sklearn, xgboost, TensorFlow)

MySQL, Blockchain

AWS

全职初阶
1
100 ~ 150 TWD/年
Data ScienceAWSMySQLblockchainPythonNumPyPandastensorflow
查看所有职缺

GDP World

台北市松山區復興北路337號7樓

关于我们

GDP, aims at establishing an affordable and transparent solution of cross-border payment service. Moving forward, GDP is dedicated to bringing the banking service to be equally distributed.

了解更多

团队