Senior ML Engineer, Product

San Francisco, California, United States

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Not SpecifiedCompensation

Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

Fintech, Financial ServicesIndustries

Requirements

Candidates should have 5+ years of professional experience in data science or machine learning engineering, with proficiency in SQL and Python. Strong software engineering skills and experience building software within engineering teams are essential. Teamwork, collaboration, and communication are highly valued.

Responsibilities

Develop and maintain reusable ML pipelines and systems, ensuring models are well-integrated with other systems through testing and documentation. Collaborate with cross-functional teams to provide technical direction and enhance user experiences. Focus on model monitoring and optimization, including performance tracking, drift detection, and resource optimization. Set up deployment infrastructure with APIs and automated monitoring. Design systems to measure the impact of ML-powered products and establish evaluation criteria for ML use cases. Build and manage data labeling and ingestion frameworks, optimizing workflows. Mentor junior team members, participate in code reviews, and ensure quality in production systems.

Skills

Machine Learning

ML Pipelines

Model Monitoring

Model Optimization

Data Preparation

API Development

Automated Monitoring

Deployment

Rocket Money

Personal finance management mobile application

About Rocket Money

Rocket Money helps individuals manage their personal finances through a mobile application that offers various tools for financial management. Users can access services like bill negotiation, subscription management, budgeting, credit score monitoring, and smart savings, all aimed at helping them save money and track their spending. Unlike many competitors, Rocket Money focuses on a member-centric approach, maintaining communication with users to tailor services to their needs. The company generates revenue through subscription fees and a percentage of savings from negotiated bills. The goal of Rocket Money is to empower people to achieve their financial goals while ensuring data security through advanced encryption.

Los Angeles, CaliforniaHeadquarters

2015Year Founded

$437.7KTotal Funding

SEEDCompany Stage

Fintech, Financial ServicesIndustries

201-500Employees

Benefits

Health, dental, & vision coverage

Unlimited PTO

Competitive pay

Daily catered lunch

401k matching

Commuter benefits

Unlimited snacks & kombucha on tap

Life insurance

Risks

Increased competition could erode Rocket Money's market share in subscription management.

Credit card launch exposes Rocket Money to potential credit risk and regulatory scrutiny.

Economic downturns may reduce demand for premium financial services, affecting revenue.

Differentiation

Rocket Money offers a comprehensive suite of financial management tools in one app.

The platform's bill negotiation service provides unique savings opportunities for users.

Rocket Money's focus on data security sets it apart in the fintech industry.

Upsides

High app store ranking indicates strong user engagement and growth potential.

Positive reception of new credit card suggests expansion opportunities in credit services.

Growing demand for digital financial management boosts Rocket Money's market potential.

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