justinmolineaux

We're building the intelligence layer for physical risk: digital twins of individual homes, run through physics-informed AI World Models, to see exactly how a specific property will perform in a wildfire or hurricane — traditional models only guess at the neighborhood level. That precision lets us do what insurers historically couldn't: measure how much a new roof, cleared vegetation, or better siding actually cuts risk, then price coverage accordingly, turning mitigation into a real financial incentive instead of just advice.

We've scaled to ~$10B in insured assets in just two states in under a year. The interesting problems: ML surrogates that run physics simulations 1,000x+ faster without losing accuracy, structure-level digital twins built from imagery and property data at scale, and systems that reason across risk, cost, and homeowner tradeoffs — we're hiring across engineering and applied science.

Open Roles:

Sonder is reimagining travel, hospitality, and ultimately how cities are experienced. We are building the world's first deconstructed hotel - with apartments, houses, condos, villas, and lofts that you can book at a moment's notice. Each location is one-of-a-kind, chosen, and operated by us. As a guest, you get an authentic local experience plus the comforts of hotel hospitality.

We’re looking for customer-obsessed engineers, designers, and product managers who can crack the nut on complex logistics challenges to enable a world-class guest experience that spans the digital and physical realms.

We work in Rails and React, and are happy to help you learn those tools if you have a background other web frameworks.

Sonder is reimagining travel, hospitality, and ultimately how cities are experienced. We are building the world's first deconstructed hotel - with apartments, houses, condos, villas, and lofts that you can book at a moment's notice. Each location is one-of-a-kind, chosen, and operated by us. As a guest, you get an authentic local experience plus the comforts of hotel hospitality.

We’re looking for customer-obsessed engineers, designers, and product managers who can crack the nut on complex logistics challenges to enable a world-class guest experience that spans the digital and physical realms.

We work in Rails and React, and are happy to help you learn those tools if you have a background other web frameworks.

Sonder is reimagining travel, hospitality, and ultimately how cities are experienced. We are building the world's first deconstructed hotel - with apartments, houses, condos, villas, and lofts that you can book at a moment's notice. Each location is one-of-a-kind, chosen, and operated by us. As a guest, you get an authentic local experience plus the comforts of hotel hospitality.

We’re looking for customer-obsessed engineers, designers, and product managers who can crack the nut on complex logistics challenges to enable a world-class guest experience that spans the digital and physical realms.

We work in Rails and React, and are happy to help you learn those tools if you have a background other web frameworks.