成立時間:2005 年
產業類別:電腦軟體服務業
產業描述:開發及維護大型跨國網站

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工作內容

What a Data Scientist does in Titansoft

  • Apply statistical and machine learning techniques to build models for user classification, fraud detection and other objectives.
  • Mine, analyze and visualize data from company databases to drive optimization and improve product development, marketing techniques and business strategies.
  • Identify, understand and solve business problems based on the company’s overall targets.
  • Coordinate with different feature teams to implement models and design proper performance evaluation metrics.

需要條件

語文條件:英文聽/說/讀/寫,中等

Experience

  • Knowledge and experience with application of a variety of machine learning techniques (clustering, decision tree, neural network, etc.).
  • Knowledge and experience with application of advanced statistical techniques (regression, various statistical tests, etc.).
  • Real-world ML project experiences.
  • Fresh graduates are welcome to apply, competition experience is a plus.

Skills

  • Proficiency in Python (must), SQL or other programming languages.
  • Proficiency in common ML frameworks, etc., Scikit-learn, Keras, Tensorflow.
  • Strong problem solving skills.
  • Excellent written and verbal communication skills for coordinating across teams and with stakeholders.

Personality Traits / Characteristics

  • Emphasis on outcomes and improvements in product performance.
  • Passion to learn and apply new technologies and techniques.
  • Data driven.

 

技能標籤: ms sql, python

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