Data Scientist

Company:
Location: Outram

*** Mention DataYoshi when applying ***

Job Description:

  • 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 improvement of 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

Job Requirements:

Qualifications

  • Bachelor (and above) in Computer Science, Mathematics or Physics, Engineering, Statistics or other equivalent qualifications.

Experience

  • Equip with knowledge and experience in application of a variety of machine learning techniques (clustering, decision tree, neural network, etc.).
  • Equip with knowledge and experience in application of advanced statistical techniques (regression, various statistical tests, etc.).
  • Real-world ML project experiences.
  • Fresh graduates are welcomed to apply.
  • Having kaggle or other 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.

*** Mention DataYoshi when applying ***

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