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

Skills

Key technologies and capabilities for this role

Machine LearningModel BuildingData AnalysisData SanitizationModel MaintenanceProduction SystemsSystem ArchitectureCode ReviewAWSPostgreSQLTypeScriptPython

Questions & Answers

Common questions about this position

Is this position remote or onsite?

This is an onsite position.

What skills and experience are required for this Machine Learning Engineer role?

Candidates should have led large technically complex projects, experience with disparate systems like production-grade compilers or large distributed systems, ability to hit the ground running independently, and thrive in collaborative environments. Proficiency with the tech stack including AWS, PostgreSQL, Python, Typescript, VueJS, Swift, and Kotlin/Java is expected.

What is the salary or compensation for this role?

This information is not specified in the job description.

What is the company culture like at Aven?

The culture is highly collaborative where every voice matters in strategy decisions, employees riff on topics from mission to architecture, thrive in ambiguity by figuring out answers together, and pursue deep personal growth by diving into details.

What makes a strong candidate for this position?

Strong candidates have led complex projects with many moving parts, experience in production-grade systems or distributed systems, can work independently in new environments, and enjoy collaboration, ambiguity, and deep learning.

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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