The engineer will work with a team to build machine-learning algorithms that fuel products like the Redfin Estimate, Hot Homes, Price Whisperer, Home Recommendation, Agent To-Dos and Marketing Automation. Redfin's stack runs primarily on Amazon Web Services, according to the listing, so experience with Amazon's cloud platform is a big plus.