Machine Learning Engineers

Java TypeScript Android PostgreSQL iOS +4 Apply, * We are looking for an experienced Machine Learning Engineers - you have built models in product from idea to delivery

• You are passionate about digging into the data, sanitizing it, studying it, coming up with ideas and building models
• You will also be responsible for maintaining the models in production, building infrastructure to iteratively update the models, look for distribution shifts in data and adjust models accordingly
• You will also be responsible for the architecture of the system, design reviews and code reviews
• Building targeting models for 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 a lot of 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
• Our Tech Stack:
• AWS
• PostgreSQL
• Typescript
• Python
• VueJS (web)
• Swift (iOS)
• Kotlin/Java (Android)

• You're fine with us not having answers yet. You want to be part of figuring out the answers
• You have worked on production grade compilers, operating systems, or large distributed systems
• You have a lot of experience with a lot of disparate systems
• You have led large technically complex projects with a lot of moving parts
• You can jump into a new environment and hit the ground running without much hand holding
• You enjoy diving into the deep end and feel like that's where the greatest personal growth happens
• 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 are fearless about learning the details, and understanding every single minute detail of an underlying system or process

• Meaningful Company Equity - We believe that employees should have a meaningful stake in the company. Everyone should feel like an owner - because you are.
• Remote Friendly - To find the most extraordinary and diverse talent, we have supported remote work across roles. From the SF Bay Area to New York, Los Angeles, Chicago, Canada, Mexico, & Texas.
• Medical Insurance - All of our full-time employees get great medical, vision, dental. Coverage for family is available.
• Paid Time Off - In addition to 8 observed holidays, salaried team members have paid time off, vacation, and paid sick leave.
• Parental Leave - Being a parent and balancing family time is very important to us. We provide paid parental leave for the parent.
• Aven Card - Experience having your own Aven card. Get $100 per month and buy anything you want, on us.