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Software Developer-Machine Learning Platform Developer

Company: State Farm Mutual Automobile Insurance Company
Location: Bloomington
Posted on: February 7, 2019

Job Description:

Requisition ID:

Job Title:
Software Developer-Machine Learning Platform Developer

Number of Openings:

Job Category:

Employment Type:
Regular Full-Time



Bloomington, IL

Duties and Responsibilities:

  • Possesses an understanding of how technology solutions meet the business outcomes and offers a range of solutions for business partners
  • Participates in sprint planning; provides work estimates to deliver product stories; owns development stories
  • Develops solutions on variety of platforms according to business requirements
  • Completes required coding to satisfy the defined acceptance criteria and deliver desired outcome
  • Leads solution design, considering risks, mitigations, performance, user experience, and testability
  • Assists in development of automated testing and supporting code as necessary
  • Completes required documentation to communicate information to deployment, maintenance, and business teams
  • Utilizes agile software development practices, coding, data and testing standards, secure coding practices, code reviews, source code management, continuous delivery and software architecture
  • Participates in the full software development cycle including coding, testing, implementation, support and sunset
  • Designs, develops, tests and supports software in support of big data objectives
  • Possesses an understanding of User Experience practices to improve usability and interaction between the customer and product
  • Adopts Service Design, where appropriate, through architecture modularity to enable continuous delivery
  • Considers applying emerging technology solutions to increase efficiency and effectiveness; expectation of continuous innovation
  • Resolves problems that result in a decreased time to market; improves quality, enhances flexibility, and embraces the solution provider mindset
  • Provides input into overall testing plan; contributes to test approach and scenarios for requirements
  • Provides product and/or process expertise necessary to support design, development, testing and execution of solutions
  • Exhibits DevOps mindset where team is accountable for product from inception to sunset

    Additional Details:
    • Job may require travel via commercial transportation and/or driving motor vehicles
    • Job may require irregular work hours and travel outside normal business hours

      For over 95 years, data has been key to State Farm. As a member of our data science team, you will work across the organization to solve business problems and help achieve business strategies. You will employ sophisticated, statistical approaches and state of the art technology. You will build and refine our tools/techniques and engage with internal stakeholders across the organization to improve our products and services.

      Implementing solutions is critical for success. You will do problem identification, solution proposal and presentation to a wide variety of management and technical audiences. This challenging career requires you to work on multiple concurrent projects in a community setting, developing yourself and others, and advancing data science both at State Farm and externally.

      Skills & Professional Experience:
      • Strong skills in Python development and package building
      • Demonstrates up-to date expertise in software engineering practices and applies this to the development, execution, and improvement of tools for the Machine Learning Platform
      • Utilize best practices for code version control using Git
      • Experience in building solutions in containers, including Docker, Swarm, Kubernetes, and AWS cloud solutions
      • Support strategic enhancements to Machine Learning Platform
      • DevOps Practices for continuous integration and continuous delivery to build software tools that optimize data science and analytic workflows
      • Skills in database backends and Big Data connectivity tools required for Machine Learning Platform solutions, including Postgres, Cassandra, Hadoop, Hive, Impala, Kafka, Flume
      • Assists in providing computer science related guidance
      • Participate in research to maximize code reusability
      • Troubleshoot and provide support for production tools developed for the Machine Learning Platform
        Competencies used for this requisition:
        • Critical Thinking
        • Initiative
        • Resourcefulness
        • Technical/Functional Expertise
        • Self-Improvement
          Incumbency Period Applies:

          This position will have a 12 month incumbency period for a lateral move and a 6 month incumbency period for a promotional opportunity (beginning on the effective date of the position) which must be met before posting.




          Keywords: State Farm Mutual Automobile Insurance Company, Bloomington , Software Developer-Machine Learning Platform Developer, IT / Software / Systems , Bloomington, Illinois

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