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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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

Experience

  • Have CRM / User Behavior / Recommendation relevant experience will be a plus
  • 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 end-to-end experiences, including model simulation
  • Data pipeline processing end-to-end experiences or have related experience in cooperation with others
  • Five years + of data related work experience
  • Have mentorship experience in leading or guiding data projects/products

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
  • Team player

技能標籤: excel, ms sql, python, R

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