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JazzX AI

AI platform for music production

Mortgage Underwriting Policy SME

Retail & Commercial BankingConfirmed live in the last 24 hours
Full-timeBengaluru, Karnataka, IndiaNo salary listed

About the Job

Requirements

  • At least 10 years of hands-on U.S. residential mortgage underwriting experience, preferably in senior, specialist, or policy-focused roles.
  • Deep and current knowledge of Fannie Mae and Freddie Mac underwriting guidelines.
  • Strong understanding of residential mortgage underwriting policies, guidelines, workflows, and decision-making.
  • Experience interpreting automated underwriting system findings, underwriting conditions, exceptions, compensating factors, and overrides.
  • Strong experience handling complex underwriting scenarios and applying appropriate policy interpretation.
  • Hands-on experience with Encompass or other major mortgage loan origination system platforms.
  • Ability to translate complex underwriting policies into clear, actionable business rules and decision logic.
  • Strong analytical and problem-solving skills with a validation-oriented mindset.
  • Excellent written and verbal communication skills.
  • Ability to work effectively with Product, Engineering, AI/Data Science, Operations, and U.S.-based clients and stakeholders.
  • Ability to interpret and apply complex underwriting guidelines.
  • Ability to convert domain knowledge into structured rules and decision logic.
  • Strong attention to detail and a validation- and risk-focused mindset.
  • Strong stakeholder management and communication skills.
  • Comfort working in a cross-functional Product, Engineering, and AI environment.
  • Ability to explain complex underwriting concepts clearly to technical and non-technical teams.
  • Strong ownership and ability to operate as the go-to domain expert for mortgage underwriting policy.

Responsibilities

  • Serve as the Policy Owner and Mortgage Underwriting SME for the JazzX Mortgage Application.
  • Interpret and apply U.S. residential mortgage underwriting guidelines and policies to complex underwriting scenarios.
  • Review underwriting decisions, automated underwriting system findings, exceptions, compensating factors, conditions, and overrides.
  • Apply Fannie Mae and Freddie Mac guidelines and, where applicable, FHA, VA, and USDA requirements.
  • Provide clear, well-documented rationale for underwriting decisions and policy interpretations.
  • Stay current with changes to mortgage underwriting guidelines, investor requirements, and industry practices.
  • Review and validate AI-generated underwriting decisions and recommendations against applicable mortgage guidelines.
  • Compare automated underwriting outputs with expected manual underwriting decisions and identify discrepancies.
  • Analyze root causes of policy or decisioning gaps and recommend corrective actions.
  • Support development of validation and quality assurance frameworks for AI-assisted underwriting.
  • Ensure automated underwriting decisions are accurate, explainable, traceable, and policy-compliant.
  • Translate complex mortgage underwriting policies and guidelines into clear, actionable business rules.
  • Work with Product, Engineering, and AI/Data Science teams to convert underwriting requirements into AI decision logic.
  • Define policy exceptions, fallback logic, conditions, acceptance criteria, and decision requirements.
  • Help establish appropriate audit trails and documentation for automated underwriting decisions.
  • Review product requirements, test cases, and releases from an underwriting-policy perspective.
  • Apply knowledge of end-to-end mortgage workflows across Loan Officers, Processors, Underwriters, Closers, Post-Close QC, Servicing, and Investor/Secondary Market functions.
  • Identify workflow gaps, handoff issues, data dependencies, and opportunities to reduce rework.
  • Work with loan origination system and integration teams to map relevant loan data and fields to underwriting rules and conditions.
  • Leverage experience with Encompass and similar mortgage technology platforms to support product requirements.
  • Participate in discussions with U.S.-based clients and stakeholders to understand their underwriting requirements.
  • Explain underwriting policies, decisions, exceptions, and interpretations to client stakeholders.
  • Support client-specific mortgage applications and underwriting requirements.
  • Partner with Product, Engineering, and Operations teams to ensure alignment between client requirements and product capabilities.
  • Create and maintain underwriting playbooks, policy documentation, decision frameworks, and reference materials.
  • Train Product, Engineering, AI, and Operations teams on mortgage underwriting policies and workflows.
  • Serve as the primary domain reviewer for underwriting-related product specifications, test plans, and release readiness.

Desired Qualifications

  • Experience with FHA, VA, and USDA underwriting guidelines.
  • Experience with government-backed mortgage programs.
  • Experience in underwriting automation, AI-assisted underwriting, or underwriting quality assurance and validation.
  • Experience with post-close quality control or secondary-market and investor requirements.
  • Experience working with mortgage lenders, servicers, investors, or mortgage technology companies.
  • Experience translating underwriting policies into technology and product requirements.
  • Prior experience working directly with U.S.-based mortgage clients or stakeholders.

About the Company

JazzX AI

AI platform for music production

JazzX AI is an AI-powered music-creation platform that helps musicians create and produce music. It generates musical ideas, arranges compositions, and refines audio production. Users describe their desired concept in plain English, and the AI produces corresponding musical elements, acting as a collaborative partner that augments a creator’s skills rather than replacing them. The system is designed to fit into existing music production workflows, handling time-consuming or technically demanding tasks to speed up the creative process. The service is likely offered on a subscription or access basis for individual artists, producers, and studios.

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