Lead Product Manager (AI)

Location: On-site in New York City or Palo Alto, United States. Must live in or be willing to relocate to Palo Alto, CA or New York City.

Company

hirify.global is building a vertically integrated mortgage platform that turns mortgage origination into a single API and provides infrastructure for agents.

What you will do

• Set the direction and roadmap for hirify.global’s internal and external Agent Platform.
• Own platform capabilities including tools, orchestration, context and memory, retrieval, evaluations, observability, and guardrails.
• Enable internal teams to build, test, ship, and monitor production agents using shared patterns, datasets, benchmarks, and regression checks.
• Define how external agents integrate with hirify.global through MCP servers, APIs, scoped permissions, rate limits, and documentation.
• Ensure agent actions are traceable and explainable, with appropriate human review for regulated decisions.
• Make build-or-buy decisions for models, vector databases, frameworks, and vendors while managing cost, latency, and quality; support customers and help grow the team.

Requirements

• 4+ years of product management experience.
• Experience owning and scaling a developer platform, infrastructure product, or API used by multiple teams or external customers.
• Production experience shipping LLM-based agents or agent tooling, including tool use, MCP, multi-agent orchestration, and structured outputs.
• Strong knowledge of evaluations, including golden datasets, LLM-as-judge, regression testing, and connecting model quality to business results.
• Understanding of retrieval, including RAG, embeddings, vector databases, chunking, hybrid search, and reranking.
• Understanding of prompt and context engineering, model selection, fine-tuning, and their effects on cost, latency, and accuracy.
• Familiarity with tracing, guardrails, prompt injection, and protecting sensitive borrower PII.
• Ability to write and ship code in a production codebase, build prototypes, and discuss architecture with engineers; ability to write SQL and define platform and agent metrics.
• Experience building 0-to-1 enterprise software in a regulated industry.
• Ability to develop deep mortgage expertise over time and collaborate effectively with internal teams, customer engineers, vendors, GTM, and Account Management.

Nice to have

• Engineering background.
• Mortgage or fintech infrastructure experience.
• Experience with document understanding, including OCR, extraction, or classification.

Culture & Benefits

• High-agency environment focused on ownership, rapid execution, strong opinions, and measurable outcomes.
• Direct, rigorous decision-making with an expectation to defend positions and change course when evidence warrants it.
• Work in a heavily regulated mortgage market with compliance and explainability treated as core product requirements.
• Strong emphasis on automation, customer outcomes, and replacing manual backend mortgage work with software.