How do they match: Data Scientists

  • Machine Learning Data Scientist
  • Machine Learning Engineer
  • Machine Learning Scientist

  • Develop and implement a set of techniques or analytics applications to transform raw data into meaningful information using data-oriented programming languages and visualization software. Apply data mining, data modeling, natural language processing, and machine learning to extract and analyze information from large structured and unstructured datasets. Visualize, interpret, and report data findings. May create dynamic data reports.

  • Compare models using statistical performance metrics, such as loss functions or proportion of explained variance.
  • Deliver oral or written presentations of the results of mathematical modeling and data analysis to management or other end users.

  • Analyze data to identify or resolve operational problems.
  • Analyze data to inform operational decisions or activities.