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Rocket Money · 2 days ago

Staff ML Engineer, Product

United States

Full-time

Remote

Lead/Staff

$210K/yr - $260K/yr

8+ years exp

Rocket Money is dedicated to empowering individuals to achieve their best financial lives through innovative financial products. As a Staff Machine Learning Engineer, you will lead the development of AI and ML-powered features, collaborating with cross-functional teams to enhance product experiences and drive technical progress.

Financial Services

H1B Sponsor Likely

Responsibilities

Lead the architecture and development of complex AI and ML powered features across Rocket Money's product suite, proactively identifying technical challenges before they become issues

Design, implement, and maintain robust evaluation frameworks. You ensure that ML/AI systems can be constantly improved and create frameworks so that others can do the same

Develop novel new product experiences that you are uniquely positioned to enable for users. Help Rocket Money capitalize on it’s unique dataset and scale. Guide others to help generate impact through effective technical leadership and partnership with product

Own end to end development and implementation of ML and AI product features in collaboration with cross-functional product development teams. Rigorous technical critique and oversight coupled with effective communication of business impact are musts

Provide technical mentorship, fostering an environment where everyone can contribute to high-impact work. You will raise the level of everyone around you

Develop comprehensive evaluation and ML Ops frameworks that enable systematic assessment of model performance, supporting rapid iteration and improvement of AI/ML product features

Scale transaction metadata generation systems to billions of financial transactions in a consumer facing app. Implement AI assisted transaction management and personalization features such as personalized categories, income and rent detection, and subscription identification

Implement effective user feedback mechanisms that enable measurement of ML feature product quality and constant improvement

Architect user facing predictive features that depend on fast moving and large scale user transaction data

Qualification

Machine Learning EngineeringAI Product DevelopmentPythonSQLML FrameworksNLP TechniquesPrompt EngineeringSoftware Engineering FundamentalsTechnical LeadershipCommunication Skills

Required

8+ years of professional experience in machine learning engineering or data science roles, with a proven track record of designing and implementing ML systems at consumer tech scale and speed

Extensive hands-on experience integrating ML and AI methods into production workflows, including creating evaluation tooling and effective user feedback mechanisms to support rapid product development cycles and systematic model evaluation

Experience with prompt engineering and management, creating robust systems for testing and optimizing LLM-based applications

Expert-level proficiency in Python, SQL, and at least a handful of common ML frameworks

You understand ML methods at a fundamental level

You are a master at taking ambiguous problems, creating clarity, and breaking down work into manageable chunks for implementation

You've owned the development, launch, and maintenance for several scaled ML/AI powered product experiences

You understand basic software engineering and computer science fundamentals and have applied them at consumer grade scale to build ML powered products in production environments

You are a technical leader who can identify both emergent technical opportunities and gaps relative to best practice

Your strong communication skills enable your team to capitalize on these opportunities and generate impact

You care about products and user experiences, not publications

You are a practitioner first and thrive at the (messy) intersection of the real world and cutting edge approaches

Preferred

Working Typescript knowledge is a plus

Deep experience in NLP techniques is a plus

Benefits

Health, Dental & Vision Plans

Competitive Pay

401k Matching

Unlimited PTO

Lunch daily (in-office only)

Snacks & Coffee (in-office only)

Commuter benefits (in-office only)

Company

Rocket Money

Rocket Money is a leading personal finance app with a mission to improve the financial prosperity of millions of people.

Founded in 2015

Silver Spring, Maryland, US

201-500 employees

https://www.rocketmoney.com

H1B Sponsorship

Rocket Money 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

2024 (1)