工作內容

Design and tuning ML and mathematical models

Model implementation

Model performance analysis and issue inspection

Research on ML in advertisement field

Language: technical discussion in Chinese or English

條件要求

Requirement:

Good at mathematics and familiar with some advanced applied mathematical topics: Functional Optimization, Matrix Calculus, Stochastic Process, Information Theory, Stochastic Calculus, Bayesian Statistics, Controlling Theory, Optimization Theory etc.

General knowledge of ML

General knowledge of Statistics

Familiar with some ML tools and API in Python, R, or Matlab

Basic coding skills

 

Optional:

Familiar with

Experience in model design and model tuning

Experience in experiment design

Experience in simulation Familiar with basic CS algorithm

Familiar with ML tools: tensorflow, keras, pytorch, pandas, scikit-Learn, matplotlib, scipy, numpy, etc.

Familiar with Python and Javascript Familiar with Docker, Linux, and Kibana

遠端型態

部分遠端面試
部分遠端工作

因應疫情調整

員工福利

法定項目

勞保、健保、特別休假、勞退、婚假

其他福利

  1. 保障年薪14個月 (端午節及中秋節各0.5個月、年終1個月)
  2. 員工分紅,利潤共享
  3. 國外員工旅遊
  4. 團保(含壽險、意外、癌症、手術、醫療住院等全方位保障)
  5. 健康檢查(滿一年員工除基本方案外、加購項目公司補助一半)
  6. 彈性上下班 8:30-10:00 上班; 17:30-19:00下班(做滿8小時)
  7. 吃的喝的餅乾零食飲料水果咖啡牛奶
  8. 社團活動、社團補助:籃球及羽球社(公司租借場地)
  9. Teambuilding:部門聚餐、慶生、免費下午茶

薪資範圍

面議(經常性薪資達4萬元)