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Senior Predictive Modeler

at Berkley Insurance Company in Wilmington, Delaware, United States

Job Description

Job Title: Senior Predictive Modeler

Location: 101 Bellevue Parkway, Wilmington, DE 19809

Job Description:  Build internal platforms and infrastructure to speed up the data science life cycle. Define and change the way insurance is delivered to different areas of the company. Apply cutting-edge machine learning algorithms to a variety of business problems using data-driven decision-making. Build statistical models for the select and price insurance businesses. Evaluate and refine existing models to increase profitability. Extract and clean data for modeling purposes using SQL. Apply machine learning techniques and statistical methods such as GLMs. Leverage knowledge of statistics and machine learning techniques such as random forest, gradient boosting and k-means clustering to build accurate predictive models. Apply coding skills using GitHub, Bitbucket and Kaggle. Use programming skills in Python and R to build data pipelines, model data, create reports, and create model implementations. Collaborate with business experts to improve existing processes through analytics. Provide model results to senior leaders. Must possess a master’s degree in Computer Science, Mathematics, Statistics or Data Science. Must possess 4 years of experience in Data Science. Must have experience with the following: 1.) Programming in SQL to create clean and accurate datasets for analysis; 2.) Programming in Python and R to build data pipelines, model data, create reports, and create model implementations within the insurance domain; 3.) Knowledge of statistics and machine learning techniques such as random forest, gradient boosting and k-means clustering to build accurate predictive models; 4.) 4 years of experience working with Generalized Linear Models to price insurance business; 5.) Evaluation of third party data sources to enhance insurance models, including evaluating the accuracy and appropriateness of the sources and their contribution to model performance; and 6.) Using geospatial tools and techniques to build territorial models in an insurance setting. Send resume to careers@berkleysmallbusiness.com and indicate job title in subject line. No Calls. EOE. 

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Job Posting: 992093

Posted On: Jun 23, 2022

Updated On: Jul 25, 2022