Python Programming, XML-JSON, Machine learning techniques, ETL/ELT technologies, Data Analytics, R Programming, Data Modelling, Statistical modeling, Common data structures, Multivariate analysis, Hypothesis testing, Monte Carlo Simulation
Join a team of diverse professionals at Farmers to acquire skills on the job and apply your learned knowledge to future roles at Farmers. Farmers Insurance also offers extensive training opportunities through the award winning University of Farmers named by Training magazine amongst top 10 corporate training units in the world.
Provides data modeling services (exploratory and predictive modeling) for line(s) of business and/or shared service functions. Works on end to end solutions as an individual contributor and as part of the project team, starting with partnering with business leaders to identify project opportunities and clarify modeling requirements. Conceives and designs complex and innovative analytic models both that include traditional and contemporary data mining technologies, applied to both structured and unstructured data sets. Responsible for pulling and cleaning datasets, building and testing the models, and presenting results to internal teams and business leaders to demonstrate the business value of each project.
Essential Job Functions
Leads the design, build and test/validate process for quantitative models (descriptive, predictive, optimization/simulation and others) built using a variety of modeling techniques. Models are used to predict activities or events within the lines of business such as fraud, subrogation, underwriting outcomes, retention rate, conversion rate, efficiency gain, etc. The modeling results could be presented to end users as reports, scorecards, dashboards, web applications or be implemented directly into the line of business workflow with an automated process. Partners with business leaders to identify project opportunities and clarify modeling requirements, including understanding who will use the potential solution and how it fits into the business process. Presents modeling results to business leaders and discusses interpretation and application of using the model. Performs research and development on new modeling algorithms, modeling concepts or technical tools to find applicability to Farmers projects. Presents results to the senior leadership team and recommends whether researched items should be added to the Farmers Analytics toolkit. Leads team meetings, knowledge sharing and individual learning activities Perform other job duties as assigned.
Sits or stands for extended periods of time, up to a full work shift. Occasionally reaches overhead and below the knees, including bending, twisting, pulling, and stooping. Occasionally moves, lifts, carries, and places objects and supplies weighing 0-10 pounds without assistance. Listens to, interprets, and differentiates auditory information (e.g. others speaking) at normal speaking levels with or without correction. Visually verifies and reads information. Visually locates material, resources and other objects. Ability to operate a computer for extended periods of time, up to a full work shift. Physical dexterity sufficient to use hands, arms, and shoulders repetitively to operate keyboard and other office equipment up to a full work shift.
This position operates in an open office working environment which will include normal and customary distractions, noise, and interruptions.
High school diploma or equivalent required. Bachelor's degree preferred. Masters degree in statistics, operations research or other quantitative analytical field preferred.
5-7 years as Data Scientist or related technical role in a delivery oriented environment required. Experience within the insurance industry and insurance data preferred.
Special Skill Requirement
Job Location(s): US - IL - Chcago 150, US - TX - Austin-LngVista, US - KS - Olathe-118th Tc, US - MI - Grand Rapids, US - FL - Lake Mary, US - CA - WdlndHills-6303, US - OH - Indpdc-CreekRd, US - AZ - Phoenix-Farmers, US - PA - Philadelphia, US - NY - New York City (NYC), US - RI - Warwick, US - WA - Bellvue-30thPl
Farmers Insurance Group is an American insurer group of vehicles, homes and small businesses and also provides other insurance and financial services products. Farmers Insurance has more than 48,000 exclusive and independent agents and approximately 21,000 employees.