Aven · 1 month ago
Machine Learning Engineer
Campbell, CA
Full-time
Onsite
Senior LevelAven is seeking Machine Learning Engineers who are experienced in building product models from concept to delivery. In this role, you will be responsible for maintaining models in production, building infrastructure to update them, and ensuring best practices through system architecture and code reviews.
AppsFinanceFinancial Services
Responsibilities
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
Qualification
Required
Built product models from idea to delivery
Passionate about digging into data, cleaning it, analyzing it, generating ideas, and building models
Maintain models in production and build infrastructure to iteratively update them
Monitor for distribution shifts in the data and adjust models accordingly
Responsible for system architecture
Participate in design reviews
Conduct code reviews to ensure best practices
Led large technically complex projects with a lot of moving parts
Experience with a lot of disparate systems
Worked on production-grade compilers, operating systems, or large distributed systems
Ability to jump into a new environment and hit the ground running without much hand-holding
Willingness to be part of figuring out answers in uncertain situations
Thrive in highly collaborative environments
Enjoy diving into the deep end for personal growth
Fearless about learning the details and understanding every single minute detail of an underlying system or process
Familiarity with AWS
Familiarity with PostgreSQL
Familiarity with Typescript
Familiarity with Python
Familiarity with VueJS (web)
Familiarity with Swift (iOS)
Familiarity with Kotlin/Java (Android)
Company
Aven
Aven's mission is to provide the lowest cost, most convenient, and most transparent access to capital.
Founded in 2019
51-200 employees
H1B Sponsorship
Aven has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (3)
2024 (3)
2023 (2)
2022 (1)
Funding
Current Stage
Late StageTotal Funding
$252MKey Investors
Khosla Ventures
2025-09-09Series E· $110M
2024-07-17Series D· $142M
2022-09-01Series C
Leadership Team
Sadi Khan
Co-Founder and CEO
M
Murtada Shah
Co-Founder
Recent News
alleywatch.com
2025-10-03
2025-09-13
Company data provided by crunchbase