Senior Associate

  • 37858
  • Life - Data Science
  • |
  • New York, United States
  • |
  • Aug 3, 2020
Insurance
RESPONSIBILITIES
  • Work with Business Partners, Tech teams and CDSAi team to define/confirm monitoring requirements: Data sources, Metrics/KPIs.
  • Build of system/ dashboards to monitor: Business metrics, Statistical model performance and real time monitoring and alerting.
  • Review reporting results with Business Partners on a regular basis, provide insights based upon monitoring results.
  • Technical owner of the monitoring solution and responsible for daily operations, owner of performance reports and related presentations.
  • Develop monitoring libraries to streamline the monitoring process.
  • Determine timing for model re-fit when model performance deteriorates: Coordinate model refit with data scientists.
  • Maintain and report on statistics of model usage, errors, and exceptions.
  • Participation in ad-hock model governance activities such as data review/validation.
QUALIFICATIONS
  • Master’s degree in computer science or related field.
  • Some formal training statistics or machine learning.
  • 3-5 years in a similar role.
  • Fluent in Python, R, and visualization.
  • Expert with BI tools such as Tableau, Shiny, Dash.
  • Good understanding of statistical models and machine learning concepts.
  • Working experience with databases and writing complex queries.
  • Excellent communication skills.
  • Working experience dealing with complex data.