Carrington Mortgage Holdings, LLC

  • Architect, Data Solutions And Mining

    Job Locations US-CA-Aliso Viejo
    Job ID
    Position Category
    Information Technology
    Carrington Mortgage Holdings, LLC
    Position Type
  • Overview

    FOUNDED IN 2003, Carrington has evolved from a mortgage credit asset manager into a vertically-integrated financial services company that covers virtually every aspect of the single family residential real estate transaction, including investment in U.S. real estate and mortgage markets, loan origination and servicing, asset management and property preservation, real estate sales and rental, and title and escrow services. Carrington has built the infrastructure necessary to maximize value during any market cycle. We are currently hiring a Data Mining Architect in our Aliso Viejo Ca location.


    Consider Carrington Today!





    The Data Solution and Mining Architect is responsible for Full Lifecycle Management (Design, Develop, Test & Implement) of the Data Integration solutions and platform. In addition, the Data Architect will participate in the development of new data related products and services which will be utilized by the enterprise as well as for external clients or vendors.


    This position is also responsible for Data Architecture/Modeling, building Machine Learning Models, and taking them from research to production. Leverages data to drive both Operational and Tactical level decisions, making recommendations regarding business solutions derived from data analysis to senior management in IT and the business units.  Creates Strategies that translate data into actionable business decisions.  Performs all duties in accordance with the Company’s policies and procedures, all US state and federal laws and regulations, wherein the company operates.


    The Data Solution and Mining Architect will be a “Hands On” expert and will participate in Design, Coding, Modeling and Policy/Procedure creation.







    • Provide thought Leadership for sustainable, high-performance Information Architectures to meet the dynamic requirements across the enterprise.
    • Work closely with IT management to propose and implement Enterprise Architecture Roadmaps and participate in the Execution and Governance of enterprise DW/BI initiatives and programs
    • Work closely with the Business and IT Teams to generate data solutions and approaches.



    • Architect, design, develop and implement a robust Information Architecture platform including, but not limited to, enterprise data/application integration (ETL), Master Data management, Data Quality services, multi-dimensional data structures data mining, and big data.
    • Develop plans to transition new projects and technologies to operations for ongoing support, maintenance and enhancement by the Data Engineering department.
    • Leverage data to drive both operational and tactical level decisions; make recommendations regarding business solutions derived from data analysis to senior management in IT and the business units.
    • Provide actionable insights and/or innovative data products for solving some of the most complex business situations.



    • Design and build new analytical data models for new insights that can improve our business in key areas including Loan Origination and Marketing.
    • Create Data Visualizations and communicate data insights.
    • Drive the Initiatives related to collection of new data and refinement of existing data sources.
    • Identify new data sources/patterns that add significant lift to Predictive Modeling capabilities.
    • Create analyses that tell a story focused on insights, translating data into actionable steps.
    • Assist in design and development of Enterprise Data Warehouse components.


    • Bachelor’s Degree in a quantitative field (e.g., Economics, Statistics, Physics, Engineering, CS, Mathematics) or equivalent experience.
    • Five (5) plus years of experience with database management systems – MS SQL.
    • Five (5) plus years of experience on Microsoft BI platform
    • Five (5) plus years of experience with ETL tools – MS SSIS
    • Five (5) plus years of experience performing quantitative analysis, predictive analytics, mathematical modeling, and/or machine learning
    • Hands on knowledge of Microsoft PowerBI a huge plus


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