工作內容

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?

條件要求

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

6. Interested in financial products analysis

 

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

公司福利

1. 到職首年即享有16天特假,入職後第四年起20天特休。我們重視家庭與生活,請多陪陪家人,假期多,請安排好代理人。

2. 週休二日、5天全薪病假,給假歸給假,身體是自己的,要好好照顧!

3. 彈性上下班制度,用餐時間不限,每日做好做滿8小時

4. 不定期提供Free啤酒!新鮮水果!啤酒肚不在保固範圍。

5. 桌遊隨意玩,咖啡隨意喝!好康的軟性飲料與零食! 三不五時還有外部廠商的美味試吃活動喔!

6. 愛心視障按摩服務,每次30元愛心捐款,小小的愛心集氣成大大的力量,每年捐贈給特定慈善機構。

薪資範圍

NT$ 1,000,000 - 1,500,000 (年薪)

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