over 1 year ago
Responsibilities
- Build targeting models for the Direct Mail channel.
- Build risk models using credit bureau data and customer performance data.
- Build pricing and product relevance models.
- Build models to automate back-office document processing and other tasks.
- Clean, analyze, and explore data; generate modeling ideas and build models.
- Maintain production models and build infrastructure for iterative updates.
- Monitor data distribution shifts and adjust models accordingly.
- Contribute to system architecture, design reviews, and code reviews.
- Inform company strategy and identify new opportunities through data and models.
Requirements
- Experience taking product models from idea to delivery.
- Experience leading large, technically complex projects with many moving parts.
- Extensive experience working with disparate systems.
- Experience with production-grade compilers, operating systems, or large distributed systems.
- Ability to work independently in a new environment with limited hand-holding.
- Comfort working in an early-stage environment with unresolved questions.
- Ability to collaborate across company mission, software architecture, and user research.
Tech Stack
Categories
About Aven
Aven builds consumer lending products for U.S. homeowners, including a home-equity–backed credit card, HELOCs, and mortgages delivered online through bank partnerships. The company generates revenue from interest and fees and streamlines underwriting with its own technology. Founded in 2019 and headquartered in San Francisco, it targets borrowers seeking lower-cost credit by leveraging home equity.