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Union Home Mortgage Corp. · 8 hours ago

AI Engineer

Strongsville, OH

Full-time

Onsite

Mid Level

3+ years exp

Union Home Mortgage Corp. is seeking an AI Engineer to own end-to-end AI solutions tailored to mortgage operations. The role involves designing, developing, and deploying scalable ML models to streamline various aspects of loan origination and servicing while mentoring junior engineers and collaborating across teams.

BankingCreditFinancial ServicesInsuranceMortgage

Responsibilities

Automate Repetitive Tasks: Take full ownership of end-to-end solutions; analyze manual workflows, prepare datasets, build and deploy document classification and data extraction models to eliminate redundant human effort

Streamline Workflows: Deliver complete AI systems that integrate with loan origination systems

Minimize Errors: Implement end-to-end data validation pipelines incorporating anomaly detection, ensemble checks, and feedback loops to enforce consistency across mortgage data sources

Ensure Compliance: Build compliance-ready AI solutions from the ground up, embedding model explainability, audit trails, and bias-monitoring aligned with regulations

Collaborate Across Teams: Lead architecture reviews and deployment planning with data engineers, DevOps, and business stakeholders

Maintain Systems: Own the complete MLOps lifecycle using tools like MLflow, Kubeflow, or AWS SageMaker; monitor model drift, orchestrate retraining, and ensure high availability of inference services

Stay Current: Research emerging AI techniques and incorporate them into end-to-end prototypes and production solutions

Qualification

End-to-end AI developmentMachine learning frameworksFull-lifecycle system designCloud-native deploymentAnalytical mindsetProblem-solving skillsPythonContainerization (Docker)CI/CD for AI systemsData ingestionModel servingEvent-driven patternsOrchestration toolsLinear algebraProbabilityStatistics

Required

Bachelor's degree in Computer Science, Data Science, Statistics or related field

3+ years of experience in AI/ML development, including full end-to-end ownership of production models

Proven ability to deliver complete AI solutions from requirements to deployment and monitoring

Foundational understanding of linear algebra, calculus, probability, and statistics in machine learning contexts

Proficiency in end-to-end AI development using Python, from data ingestion to model serving

Hands-on experience with machine learning frameworks (TensorFlow, PyTorch, Scikit-learn) and orchestration tools (Airflow, Prefect) for complete pipelines

Strong grasp of full-lifecycle system design, event-driven patterns, containerization (Docker), and CI/CD for AI systems

Familiarity with cloud-native deployment on AWS, Azure

Solid problem-solving skills to debug and optimize end-to-end AI systems

Analytical mindset with practical knowledge of linear algebra, probability, and statistics applied to model development and evaluation

Company

Union Home Mortgage Corp.

Glassdoor3.8

Since our inception in 1970, Union Home Mortgage has guided hundreds of thousands of aspiring homebuyers through the process of achieving homeownership.

Founded in 1970

Strongsville, Ohio, USA

1001-5000 employees