Machine Learning Engineer at Aven

Campbell, California, United States

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Not SpecifiedCompensation

Junior (1 to 2 years)Experience Level

Full TimeJob Type

UnknownVisa

Financial ServicesIndustries

Requirements

Candidates must have experience building machine learning models in production from idea to delivery and a strong understanding of data sanitization and analysis. Experience with AWS, PostgreSQL, Typescript, Python, VueJS, Swift, Kotlin, or Java is required, along with the ability to lead technically complex projects and work independently in new environments. Experience with production-grade compilers, operating systems, or large distributed systems is also beneficial.

Responsibilities

The Machine Learning Engineer will be responsible for building and maintaining production models, including targeting, risk, pricing, and product relevance models, as well as models for automating back-office tasks. This role involves designing system architecture, conducting design and code reviews, building infrastructure for iterative model updates, monitoring for data distribution shifts, and becoming an expert in the product space to identify new opportunities from data and models.

Skills

Machine Learning

Model Building

Data Analysis

Data Sanitization

Model Maintenance

Production Systems

System Architecture

Code Review

AWS

PostgreSQL

TypeScript

Python

Aven

Web-based solutions with security focus

About Aven

Aven provides web-based solutions with a strong focus on security and data protection. The company utilizes JavaScript technology to enhance the functionality of its platform, which suggests that it offers interactive and dynamic web services. Aven also employs Cloudflare's challenge-platform, indicating a commitment to safeguarding its website from malicious traffic and ensuring the security of its users' data. Unlike many competitors, Aven's emphasis on security may attract clients who prioritize data protection in their online activities. The goal of Aven is likely to deliver reliable and secure web solutions that meet the needs of its users.

San Francisco, CaliforniaHeadquarters

2019Year Founded

$138.1MTotal Funding

SERIES_DCompany Stage

Enterprise Software, CybersecurityIndustries

51-200Employees

Benefits

Company equity

Remote friendly

Medical, vision, & dental insurance

PTO

Parental leave

Aven Card

Risks

Aven faces a class action lawsuit over a July 2023 data breach.

Rising interest rates could reduce demand for Aven's HELOC Card.

Increased competition from similar fintech products could erode Aven's market share.

Differentiation

Aven offers the world's first home equity-backed credit card.

The Aven HELOC Card combines credit card convenience with home equity benefits.

Aven's product provides lower interest rates than standard credit cards.

Upsides

Aven reached unicorn status with a $142 million Series D funding in July 2024.

The company has issued over $1.5 billion in credit lines since 2022.

Aven has saved customers over $100 million in interest payments to date.

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