Freedom Mortgage · 1 day ago
Predictive Modeler
United States
Full-time
Onsite
Mid Level
3+ years expFreedom Mortgage is seeking a Data Science Pred Modeler to bring advanced analytics and predictive modeling best practices to the company. The role involves designing and developing machine learning models, conducting analytics with structured and unstructured data, and visualizing complex data findings.
Financial ServicesInsuranceMortgage
Responsibilities
Design and develop machine learning models and data mining analysis in multiple fields such as Customer Behavior Analysis/Prediction, Marketing, Operational Optimization, Risk Management, Customer Attrition Prediction, Loan Fallout Prediction, etc
Drive the collection of new data and the refinement of existing data sources
Conduct analytics and modeling with structured and unstructured data
Visualize complex data and findings in the format of business tables, graphs, and dashboards
Interpret and explain analytical results to other team members
Work independently and make business decisions to effectively accomplish assigned tasks
Recommend realistic solutions using sound judgment and business knowledge
Evaluate external analytical models
Maintain regular and punctual attendance
Performs other related duties as assigned
Qualification
Required
Bachelor's Degree in statistics, mathematics, computer science, and engineering or a relevant science or engineering field and 3 years of experience or, Master's degree and 2 years of experience
Extensive knowledge and work experience in predictive modeling, classification, clustering, machine learning, data mining, and optimization techniques in the fields of finance, mortgage, banking, or relevant industries
Knowledge and experience in NLP, text mining, and social media analysis
Expert knowledge and experience in R, Python, SAS, and/or other analytical tools
Good working knowledge of SQL; Experience in PL/SQL and stored procedures
Familiarity with relational databases such as Oracle, SQL Server, MySQL
Knowledge and experience in MapReduce, Hadoop, Hive/Pig, and NoSQL
Experience in visualization tools like Tableau, QlikView, or Spotfire
Ability to communicate data interpretation and other technical issues to the business community
Experience in business analysis and ability to write technical documentation
Ability to communicate complex quantitative analysis in a clear, precise, and actionable manner
Ability to deliver results under and meet aggressive timelines
Preferred
Experience in IBM Watson Bluemix & Analytics is a plus
Experience in Java development is a plus
Knowledge and experience in the mortgage industry is a plus
Technique Skills required: R, Python, SAS, SAS EM, KnowledgeSeeker - Angoss /or other analytical tools, Oracle, SQL Server, PL/SQL
Company
Freedom Mortgage
Freedom Mortgage is a full-service mortgage lender with strong customer service and a unique streamlined process.
5001-10000 employees
H1B Sponsorship
Freedom Mortgage has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (8)
2024 (25)
2023 (36)
2022 (75)
2021 (88)
2020 (27)
Funding
Current Stage
Late StageTotal Funding
$1.55B2025-08-20Debt Financing· $500M
2023-06-27Debt Financing· $1.05B
Leadership Team
Stan Middleman
President, Chief Executive Officer
Steven Fasman
Executive VP & Executive Advisor to the CEO
Recent News
2025-10-24
2025-10-20
Company data provided by crunchbase