Machine Learning Engineer

Job DescriptionWe are looking for Machine Learning Engineers who have built product models from idea to delivery. You are passionate about digging into data, cleaning it, analyzing it, generating ideas, and building models. In this role, you will maintain models in production and build infrastructure to iteratively update them. You will monitor for distribution shifts in the data and adjust models accordingly. You will also be responsible for system architecture, participating in design reviews, and conducting code reviews to ensure best practices.You can expect to work onAnything and everything. At this early stage, you will find yourself:Building targeting models for our Direct Mail ChannelBuilding risk models from both existing credit bureau data and Aven customers’ performance dataBuilding pricing and product relevance modelsBuilding models to automate back-office human processing of documents and other tasksWeighing in on strategy. Every voice is important to help inform our decisionsBecome an expert in our product space, such that you're able to find new opportunities from data and modelsYou should join us ifYou have led large technically complex projects with a lot of moving partsYou have a lot of experience with a lot of disparate systemsYou have worked on production-grade compilers, operating systems, or large distributed systemsYou can jump into a new environment and hit the ground running without much hand-holdingYou’re fine with us not having answers yet. You want to be part of figuring out the answersYou thrive in highly collaborative environments and are down to riff with us on anything from company mission to software architecture to user researchYou enjoy diving into the deep end and feel like that’s where the greatest personal growth happensYou are fearless about learning the details and understanding every single minute detail of an underlying system or processOur Tech Stack:AWSPostgreSQLTypescriptPythonVueJS (web)Swift (iOS)Kotlin/Java (Android)