[Remote] Staff ML Engineer, Product

Note: The job is a remote job and is open to candidates in USA. Rocket Money is a company focused on empowering individuals to manage their finances effectively. They are seeking a Staff Machine Learning Engineer to lead the development of AI and ML powered features, collaborating with product teams to enhance user experiences and drive technical progress.ResponsibilitiesLead the architecture and development of complex AI and ML powered features across Rocket Money's product suite, proactively identifying technical challenges before they become issuesDesign, 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 sameDevelop 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 productOwn 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 mustsProvide technical mentorship, fostering an environment where everyone can contribute to high-impact work. You will raise the level of everyone around youDevelop comprehensive evaluation and ML Ops frameworks that enable systematic assessment of model performance, supporting rapid iteration and improvement of AI/ML product featuresScale 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 identificationImplement effective user feedback mechanisms that enable measurement of ML feature product quality and constant improvementArchitect user facing predictive features that depend on fast moving and large scale user transaction dataSkills8+ 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 speedExtensive 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 evaluationExperience with prompt engineering and management, creating robust systems for testing and optimizing LLM-based applicationsExpert-level proficiency in Python, SQL, and at least a handful of common ML frameworks. Working Typescript knowledge is a plusYou understand ML methods at a fundamental level - deep experience in NLP techniques is a plusYou are a master at taking ambiguous problems, creating clarity, and breaking down work into manageable chunks for implementationYou've owned the development, launch, and maintenance for several scaled ML/AI powered product experiencesYou understand basic software engineering and computer science fundamentals and have applied them at consumer grade scale to build ML powered products in production environmentsYou are a technical leader who can identify both emergent technical opportunities and gaps relative to best practiceYour strong communication skills enable your team to capitalize on these opportunities and generate impactYou 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 approachesBenefitsHealth, Dental & Vision PlansCompetitive Pay401k MatchingUnlimited PTOLunch daily (in-office only)Snacks & Coffee (in-office only)Commuter benefits (in-office only)BonusBenefitsCompany OverviewRocket Money is the easiest way to find subscriptions, manage bills, and even cancel recurring charges with a single click. It is a sub-organization of Rocket Companies. It was founded in 2015, and is headquartered in Silver Spring, Maryland, USA, with a workforce of 201-500 employees. Its website is https://www.rocketmoney.com/.Company H1B SponsorshipRocket Money has a track record of offering H1B sponsorships, with 1 in 2024. Please note that this does not guarantee sponsorship for this specific role.