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Predictive Modeler

Arch
Quezon
38 days ago: Arch

Job Description

Strategic Analytics is a new, growing team at Arch. The team develops innovative predictive models and analytical tools to improve profitability, growth, and operational efficiency. This position will help support predictive modeling needs across a growing portfolio of high-profile advanced analytics projects with the Strategic Analytics team. As a key member of the team you will also play a role in advancing predictive modeling capabilities, enabling Arch to make better decisions.


  • Collaborate with experienced modelers to build predictive models and analytic solutions using R; apply techniques such as GLM, GAM and decision trees
  • Manipulate data using R or SQL Server; develop advanced ad hoc queries to investigate data anomalies and to summarize data for pattern detection
  • Develop R functions and SQL stored procedures to automate recurring tasks
  • Create and maintain documentation associated with models
  • Assist in implementation and testing of models
  • Develop Qlikview dashboards to facilitate analyses that support modeling efforts or enable model usage
  • Monitor the performance and usage of models

  • At least 3 years’ predictive modeling experience in a professional setting, using tools such as R, SQL, Python or SAS
  • The ideal candidate will have experience working in the insurance industry
  • Detail oriented with strong organizational skills
  • Excellent critical thinking skills in order to tackle complex data challenges
  • Comfortable working in a fast paced and highly collaborative global team
  • Ability to effectively communicate technical topics to different target audiences
  • BS in Mathematics, Statistics, Actuarial Science, Data Analytics, Computer Science, or equivalent

Strategic Analytics is a new, growing team at Arch. The team develops innovative predictive models and analytical tools to improve profitability, growth, and operational efficiency. This position will help support predictive modeling needs across a growing portfolio of high-profile advanced analytics projects with the Strategic Analytics team. As a key member of the team you will also play a role in advancing predictive modeling capabilities, enabling Arch to make better decisions. Collaborate with experienced modelers to build predictive models and analytic solutions using R; apply techniques such as GLM, GAM and decision treesManipulate data using R or SQL Server; develop advanced...