Machine Learning Engineer

aven· Engineering
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📍 Campbell, CAFullTime

About this role

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)

Frequently Asked Questions

Is the salary disclosed for the Machine Learning Engineer position at aven?
The salary for this Machine Learning Engineer role at aven is not publicly listed. Click "Apply Now" to learn more about the compensation package on their official careers page.
Where is the Machine Learning Engineer position at aven located?
This Machine Learning Engineer role at aven is based in Campbell, CA. The position is listed as on-site or hybrid. Check the full job description or apply directly to confirm the work arrangement.
Is the Machine Learning Engineer role at aven full-time or part-time?
This is listed as a FullTime position. It is posted as a Machine Learning Engineer role in the Engineering department at aven.
Which team or department does the Machine Learning Engineer at aven belong to?
This Machine Learning Engineer position is part of the Engineering department at aven. See the full job description for more information about the team structure and responsibilities.
How do I apply for the Machine Learning Engineer position at aven?
Click the "Apply Now" button on this page. You will be redirected to aven's official application portal hosted on ashby where you can submit your application directly.
When was the Machine Learning Engineer job at aven posted?
This Machine Learning Engineer position at aven was posted on Aug 8, 2025. Apply as soon as possible — early applications are often reviewed first.
Machine Learning Engineer
aven
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