Union Home Mortgage Corp. Tech Stack

Mortgage lender automating loan processing with ML and data pipelines

Financial Services Strongsville, OH 1,001–5,000 employees Founded 1970 Privately Held

Union Home Mortgage is a $5B+ annual originator building internal ML and data infrastructure to reduce manual loan processing work. The tech stack reveals a data-science-forward operation: Python, R, TensorFlow, PyTorch, MLflow, and Kubeflow sit alongside mortgage-specific tooling (Encompass). Active projects on document classification, data extraction, and compliance-ready AI solutions, paired with pain points around loan manufacturing costs and processing delays, suggest the company is moving from manual workflows toward automated underwriting and quality control.

Tech Stack 27 technologies

Core StackPython C# .NET TensorFlow PyTorch scikit-learn Apache Airflow Prefect Docker AWS MLflow Kubeflow SageMaker Azure DevOps Active Directory Microsoft Exchange Intune R Microsoft Office CI/CD Azure Excel Google Workspace Encompass Entra Microsoft 365 SharePoint

What Union Home Mortgage Corp. Is Building

◆Challenges

Expanding into new markets
Recruiting and training loan officers
Vendor contract management
Branch growth
Reducing loan manufacturing costs
Reducing manual processes
Faster loan processing
Processing delays
Cost inefficiencies
Risk exposure

▲Active Projects

Uhm transition training
New office development/on-boarding
Uhm core training
Loan officer on-boarding
Recruiting/growth
Ai solutions for mortgage operations
Document classification and data extraction models
End-to-end data validation pipelines
Compliance-ready ai solutions
Building a new branch

Hiring Activity

Decelerating55 roles · 15 in 30d

Department

Sales

Engineering

Ops

Legal

Support

Seniority

Mid

Junior

Manager

Intern

Lead

Senior

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About Union Home Mortgage Corp.

Union Home Mortgage originates residential mortgages across 44 states and D.C., serving hundreds of thousands of borrowers since 1970. The company operates at scale—roughly $5 billion in annual lending volume—with a headquarters in Strongsville, Ohio and a 1,000–5,000-person workforce. The current hiring mix is heavily skewed toward loan officers and sales roles (41 of 53 active postings), with a small engineering team (6 roles) and operational support. Product focus includes both customer-facing mortgage origination and internal infrastructure for compliance, risk, and cost reduction.

HeadquartersStrongsville, OH

Company Size1,001–5,000 employees

Founded1970

Hiring MarketsUnited States

Frequently Asked Questions

What tech stack does Union Home Mortgage use?

Python, R, C#, .NET, TensorFlow, PyTorch, scikit-learn, Apache Airflow, Docker, AWS, Azure, MLflow, Kubeflow, SageMaker, and Encompass mortgage platform. Also Microsoft 365 suite, Active Directory, and Azure DevOps.

What is Union Home Mortgage working on?

ML-driven loan automation: document classification, data extraction models, end-to-end data validation pipelines, and compliance-ready AI solutions. Also branch expansion and loan officer training infrastructure.