Mortgage Domain SME (Data & Analytics)

VMC Soft Technologies, Inc · Westlake Village, CA · 2 mo ago

On-siteSalesContract

Analyze mortgage data across the full loan lifecycle (origination, underwriting, closing, servicing, and secondary market)
Own alignment of enterprise mortgage data to MISMO standards, logical data models, and industry best practices
Define and maintain data mappings from LOS, servicing, credit, and investor systems to MISMO compliant structures
Design and maintain enterprise scale analytical and dimensional data models (star/snowflake schemas) in Snowflake
Translate complex MISMO XML/JSON structures into performant, analytics ready relational data models
Develop, optimize, and review advanced SQL for large scale mortgage datasets; ensure performance and maintainability
Leverage Snowflake capabilities (clustering, secure views, CTEs, performance tuning) to support scalable analytics and modeling workloads
Perform exploratory data analysis to identify data quality issues, emerging portfolio trends, and model impacting risks
Develop and curate mortgage specific metrics and features (e.g., LTV, DTI, delinquency indicators) for analytics and modeling use cases
Support credit risk, prepayment, and performance models by validating data inputs and ensuring ongoing data readiness
Define and implement data quality controls aligned with MISMO business rules, investor requirements, and regulatory expectations
Document data models, data definitions, and SQL logic to support governance, auditability, and reuse

Strong knowledge of the mortgage loan lifecycle and mortgage data
Hands on experience with MISMO standards and data mappings
Expertise in dimensional and analytical data modeling
Advanced SQL skills for large, complex datasets
Proven experience working in Snowflake (data modeling, performance tuning)
Experience supporting analytics and modeling use cases (risk, performance, or credit)
Strong focus on data quality, governance, and documentation

Similar jobs