United Shore

  • .NET Machine Learning Developer

    Business Unit
    United Shore
    Location
    US-MI-Pontiac
  •  

    The Machine Learning Developer will work closely with a data science architect to develop document recognition services to assist in the mortgage process.

    WHAT YOU WILL BE DOING

    • Use machine learning techniques to develop document recognition applications
    • Create utilities to prepare and normalize data
    • Work with the data science architect to develop standards
    • Prepare and maintain data used to create trained models, and the models themselves
    • Maintain the applications such as WebAPI and normalization scripts
    • Performance tuning of the trained models
    • Validation of trained models

    WHAT WE NEED FROM YOU

    Required:

    • Strong C# coding skills such as OOP, extension methods, LINQ, and Generics
    • Awareness of design patterns such as repository, factory, and composition
    • Awareness of principles such as SOLID, YAGNI, and DRY
    • Knowledge of Ninject (or other dependency injection) concepts such as composition root, scoping, and framework defaults.
    • Knowledge of a logging framework such as Log4Net or Serilog
    • Knowledge of ORM’s and Micro ORM’s such as Entity Framework or Dapper
    • Experience creating workflows and rule engines
    • Bachelor’s degree in computer science or other related field

     

    Preferred: 

    • Basics of machine learning, such as: common terms, different types, difference between algorithms, and workflows
    • Knowledge of SQL Server
    • Knowledge of WebAPI’s
    • Knowledge of how to read and write Regular Expressions (RegEx)
    • Knowledge of ReSharper
    • Knowledge of unit testing frameworks such as nUnit
    • Knowledge of TFS version control or Git
    • Knowledge of LINQPad
    • Knowledge of GdPicture
    • Experience with a machine learning platform such as: TensorFlow, Caffe, Keras, or Encog
    • In-depth knowledge of convolutional or recurrent neural networks
    • In-depth knowledge of statistics, linear algebra, or calculus

    THE PLACE & THE PERKS

    United Shore is a diverse group of over 2,500 mortgage experts, sales superstars, tech gurus, marketing whizzes and more. We’re a $30 billion and growing, family owned and operated company that still feels like family. Our award-winning workplace just happens to be home to the #1 wholesale mortgage lender in the nation, United Wholesale Mortgage. And we believe in setting our team members up for success by creating a unique, energetic culture where you can be yourself and still reach your professional goals.

     

    Here are some of the reasons you’ll love working here:

    • Free fruit, soft drinks and coffee
    • Gourmet cafeteria featuring homemade breakfast, lunch and a stationary food truck featuring $1 sliders
    • Wellness area including an in-house primary-care doctor’s office, full-time massage therapist and hair salon
    • Large, state-of-the-art fitness center with a full-size basketball court, outdoor sand volleyball court, plus Zumba and yoga classes
    • Convenience store featuring grab-and-go snacks
    • In-house Starbucks and indoor/outdoor café with Wi-Fi
    • Lawn vouchers to concerts at DTE Energy Music Theater
    • Escape room for team-building activities
    • Indoor/outdoor putting greens
    • Bicycle-sharing program with bike and jogging paths

    DISCLAIMER

    All the above duties and responsibilities are essential job functions subject to reasonable accommodation. All job requirements listed indicate the minimum level of knowledge, skills and/or ability deemed necessary to perform the job proficiently. Employees may be required to perform any other job related instructions as requested by their supervisor, subject to reasonable accommodations. This document does not create an employment contract, implied or otherwise, other than an "at will" employment relationship. United Shore Financial Services is an Equal Opportunity/Affirmative Action Employer.

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