Senior AI​/ML Lead

About Rent Flow Rent Flow is tackling a hair-on-fire problem for small and medium businesses across the U.S.: the way their rent is paid each month is fundamentally misaligned with how cash actually comes in.

We’re building the infrastructure layer to fix that.

The rest face invisible struggles to pay on time, undermining their stability month after month.

The core issue is structural: rent hits as a single fixed lump sum on the 1st, stacked on top of every other major monthly bill, while revenue and other expenses flow in unevenly. This forces healthy businesses into recurring cash-flow stress and is a major driver of business closures.

This opens up a $20B+ rent-splitting market and creates a natural wedge into an AI CFO layer for businesses and data opportunities we’re uniquely positioned to own.

We’re seed-stage
, live since May 2025, and growing ~3x MoM. We’re ramping up partnerships with the leading rent payment platforms in the U.S., fast-growing SMB software companies, and major property players.

We’re hiring our AI/ML lead to own underwriting, cash-flow intelligence, and data insights end-to-end.

This is a foundational role
. You’ll design and ship models that make real financial decisions in production, affecting how and when business owners pay rent each month. You’ll work directly with the founders and have meaningful ownership over both technical direction and business outcomes.

• Model messy, real-world SMB cash flows from transaction-level data
• Build and iterate on underwriting & decisioning systems
• Leverage LLMs to surface unique insights into business owner behavior and the forces shaping cash flow beneath the surface
• Turn raw financial data into clear, natural insights for business owners and their partners
• Design signals that balance risk, growth, and user trust in real time
• Collaborate closely with founders on product, risk, and roadmap decisions
• Shape the long‑term architecture of Rent Flow’s AI & data stack

• Have built and shipped ML or data‑driven systems in production
• Have worked with LLMs in production and know where to apply them
• Are comfortable working with imperfect, noisy financial data
• Care about real‑world impact
• Enjoy high ownership
  , fast iteration, and ambiguous problem spaces
• Want to help define the technical DNA of an early‑stage company
• Are excited to be an early hire with outsized impact, real equity, and real leverage on product and company direction

• Your models directly control real money and real outcomes
• You’ll help define an entirely new category at the intersection of rent, finance, and AI
• You’ll work side‑by‑side with founders
• You’ll have meaningful equity and real leverage from day one

If you want to build something with real stakes, real users, and real impact as an early hire, we’d love to talk!