HomeVision
FinTech
StaffEngineer,AgenticIntelligence
Neural analysis suggests this role is
optimal for Senior candidates.
“Staff Engineer, Agentic Intelligence at HomeVision. Skills: Agentic Intelligence, Policy framework, LLM systems. Own policy framework. Design framework for policies”
Industry & Context.
Root cause analysis
What They're Looking For.
Must Have
5+ years experience building systems, Experience building and operating LLM-based systems, Experience designing configuration-driven systems, Rigorous, empirical approach to evaluation, Comfort working across backend and frontend
Nice to Have
Worked on decisioning products, Worked on document understanding products, Worked on human-in-the-loop products
What You'll Do.
Design framework for policies
Configure policies per lender
Customize policies for edge cases
Change policies dynamically
Translate underwriting rules into policy
Ensure policy executes reliably
Make policy quality measurable
Establish and tune evaluations
Build datasets for evaluation
Turn results into iteration loop
Maintain agent runtime
Ensure policies execute safely
Establish patterns for team
Establish libraries for team
Establish review standards for team
Ship capabilities from ideas to production
Iterate on capabilities
How You'll Work.
Team & Collaboration
Partner with ML engineers; Partner with CTO; Partner with product leadership
Process & Methodology
Roadmap execution
Full Job Description
STAFF ENGINEER, AGENTIC INTELLIGENCE Location: San Francisco - hybrid, in-office two days a week Compensation: Competitive base + leadership-level equity BUILD THE POLICY FRAMEWORK THAT MAKES AN UNDERWRITING AGENT TRUSTWORTHY Mortgage underwriting is the work of deciding whether a loan can be approved - checking a borrower’s income, assets, credit, and collateral against a dense web of rules and documents. We’re teaching an AI agent to do that work. But an agent is only as good as the policies that govern it. The hard part isn’t getting a model to produce an answer - it’s encoding underwriting judgment into the policies the agent reasons against, and building a framework flexible enough that those policies can be configured, customized, and changed as fast as the business and its lenders demand. That’s the problem we’re solving. WHO WE ARE HomeVision is the AI underwriting platform for the $13 trillion U.S. mortgage industry. Our platform, MIRA, has already automated more than two million appraisal reviews for many of the country’s largest lenders and appraisal management companies, reducing review time by 75% and doubling underwriter productivity. Now we’re expanding beyond appraisal review to cover the full underwriting workflow - income, assets, credit, collateral, and loan file decisioning - to create the first end-to-end AI underwriting platform for the industry. MIRA’s been adopted by dozens of real enterprise customers with contracted production demand, including Newrez, the fourth-largest mortgage lender in the U.S. and a strategic investor in HomeVision, alongside our venture backers, Initialized Capital and NVP Capital. We’re looking for a staff-level engineer to own the intelligence and policy layer of our underwriting agent - the policies that encode underwriting judgment and the configurable framework that lets us author, customize, and dynamically change them across lenders, investors, and loan products. You’ll partner directly with our ML engineers, o
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