Responsibilities
- Create and deploy AI agents that streamline or automate end-to-end mortgage lending operations
- Develop multi-stage LLM-powered agents capable of analyzing loan documents, assessing conditions, identifying anomalies, and providing actionable insights to underwriters
- Construct agentic processes featuring tool integration, structured data output, memory retention, and human oversight points
- Connect AI systems with internal platforms, external databases, and third-party API services
- Enhance and refine document parsing pipelines using state-of-the-art extraction and categorization models
- Develop retrieval-augmented systems enabling natural language queries over complex loan files by underwriters and applicants
- Implement feedback loops that leverage human corrections to progressively improve document interpretation accuracy
- Generate adaptive, AI-driven task lists and intelligent checklists tailored to individual borrower circumstances
- Design smart routing and prioritization logic for loan applications and customer interactions
- Build conversational AI interfaces that assist borrowers through intricate decisions without constant human agent involvement
- Establish evaluation frameworks to assess AI outputs against verified reference data
- Develop human-in-the-loop workflows triggered by low AI confidence, using resulting annotations for model training
- Track live AI system performance across accuracy, coverage, and error patterns, driving continuous improvement
Benefits
- Competitive compensation
- Unlimited paid time off
- Remote-first environment with flexible scheduling
- Annual $2,000 professional growth allowance
- Stipend for home office equipment
Compensation
Competitive compensation
Work Arrangement
Remote-first with flexible hours
Team
Not specified
Other
- Unlimited PTO
- Remote-first with flexible hours
- $2,000/year professional development budget
- Home office setup stipend
Not specified
