Machine Learning Engineer

Job Description

We 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 on

Anything and everything. At this early stage, you will find yourself:

Building targeting models for our Direct Mail Channel

Building risk models from both existing credit bureau data and Aven customers’ performance data

Building pricing and product relevance models

Building models to automate back-office human processing of documents and other tasks

Weighing in on strategy. Every voice is important to help inform our decisions

Become an expert in our product space, such that you're able to find new opportunities from data and models

You should join us if

You have led large technically complex projects with a lot of moving parts

You have a lot of experience with a lot of disparate systems

You have worked on production-grade compilers, operating systems, or large distributed systems

You can jump into a new environment and hit the ground running without much hand-holding

You’re fine with us not having answers yet. You want to be part of figuring out the answers

You thrive in highly collaborative environments and are down to riff with us on anything from company mission to software architecture to user research

You enjoy diving into the deep end and feel like that’s where the greatest personal growth happens

You are fearless about learning the details and understanding every single minute detail of an underlying system or process

Our Tech Stack:

AWS

PostgreSQL

Typescript

Python

VueJS (web)

Swift (iOS)

Kotlin/Java (Android)