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Modeling Data Engineer

Company: State Farm Mutual Automobile Insurance Company
Location: Bloomington
Posted on: February 14, 2020

Job Description:

State Farm's Property & Casualty (P&C) Actuarial and Modeling Department is seeking a Modeling Data Engineer with experience in data and/or application development to work in a dynamic and growing technical unit with emerging technologies.

We have a growing and evolving infrastructure of predictive models that support State Farm's insurance pricing and underwriting decisions. We are looking for innovative individuals who are self-starters and like being part of a team to develop and implement creative solutions. Working within P&C Actuarial & Underwriting and Modeling Department, agile product teams have autonomy to drive outcomes that provide meaningful business value directly to department customers.

Locations: Bloomington, IL; Atlanta, GA; Dallas, TX

Responsibilities Include:

--- Represent P&C Actuarial and Underwriting Modeling needs in projects relating to data capture, storage, movement & sourcing to our analytic environments

--- Research, facilitate the work, and implement the resolution of data-related issues

--- Understanding of Development practices and design within relational databases & applications

--- Understanding of Development practices and design within big data environments & applications (Hadoop, AWS) using a variety of tools

--- Maintain and develop custom ETL pipelines to construct and aggregate data used for research, modeling, and/or model monitoring projects

--- Performs data collection activities for research projects and special requests

--- Resolves data issues

--- Awareness of work status and timelines, and ability to adjust priorities

Technical Knowledge & Experience Desired:

--- Programming skills, particularly with Python, SQL, and/or Spark

--- Bachelor's degree in Computer Science, Information Technology or related field, or relevant work experience

--- Experience with Cloud based technologies

  • Experience working with large data sets is preferred.
    Other Helpful Skills:

    --- Ability to work in an Agile work environment

    --- Property & Casualty insurance knowledge

    --- R, SAS, or Clojure programming skills

    Key Job Family Responsibilities

    --- Demonstrates up-to-date expertise in data engineering practices and provides solutions for the identification, acquisition, cleansing, profiling, and ETL (extracting, transformation, and loading) of data used in data science discovery and deployment solutions

    --- Provides data pipeline solutions for the development, implementation, execution, validation, monitoring, and improvement of data science solutions

    --- Develops intelligent data management and pipelines solutions for reusability

    --- Establishes business domain knowledge for existing State Farm data sources and investigates, recommends, and initiates acquisition of new data resources from internal and external open and vendor data sources for model building, training, and deployment

    --- Conforms with State Farms strategic analytic data related policies, environments, and direction

    --- Understands the basics of machine learning models in order to optimize data science solutions

    --- Identifies critical and emerging technologies, techniques, tools, data sources, and platforms in the data engineering field, including cloud-based solutions, that will support and extend quantitative analytic deployment solutions

    Desired Competencies:

    --- Ability to adapt quickly to changing timelines

    --- Critical Thinking

    --- Independent troubleshooting abilities

    --- Initiative

    --- Learning agility/desire to learn new tools

    --- Quality and Attention to Detail

    --- Teamwork

    --- Technical/Functional Expertise

    *Please provide a copy of your unofficial transcript with your application.

    Incumbency Period:

    There is a 24-month incumbency period for any lateral job movements (which must be met before the employee is eligible to post for other opportunities) and a 12-month incumbency employee and does not create an employment contract, nor contractual rights.

    #LI-MT1

    SFARM

    PM18 PI117955016

Keywords: State Farm Mutual Automobile Insurance Company, Bloomington , Modeling Data Engineer, Engineering , Bloomington, Illinois

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