Product Manager, Advanced Insights & Modeling

Block's Advanced Insights and Modeling (AIM) team is an intellectually diverse group of machine learning modelers, data scientists, former strategy consultants, and data engineers. We apply cutting-edge AI, graph analytics, and machine learning to solve high-impact business problems for Block's executive leadership. Within this team, the Product group owns the end-to-end lifecycle of predictive models that serve stakeholders across Block—including Finance, Marketing, Sales, Legal, and Treasury. The product manager partners closely with Machine Learning engineers (MLE) to scope problems and data strategy and ensure successful model development, validation, deployment, and adoption. We continuously monitor model performance, share results and insights with business partners, and iterate to keep our tools trusted and relevant across a diverse set of use cases.

The Product Manager will own the forecasting product roadmap end-to-end—from problem definition through launch and iteration. They will define business context, success metrics, and constraints that keep work aligned with strategic goals. Serving as the source of truth for model decisions, they will maintain clear documentation as systems evolve and manage project flow, including prioritization, timelines, dependencies, and cross-functional alignment.

The ideal candidate will have 6+ years in product management, management consulting, data science, model analytics, or a hybrid analytical role. They should possess hands-on SQL proficiency and experience with Python (or R) for data analysis. A strong understanding of forecasting models, time-series analysis, and ML applications is essential. Experience in financial services, fintech, or consumer finance is preferred, along with the ability to distill complex topics into clear, concise narratives for both technical and non-technical audiences. The candidate should have a proven ability to manage multiple workstreams, drive alignment, and deliver in ambiguous, fast-moving environments.

Block offers a comprehensive benefits package designed to empower employees to do their best work while building the life they want. This includes remote work options, medical insurance, flexible time off, retirement savings plans, and modern family planning support.

At Block, we are committed to building a more inclusive economy where our customers have equal access to opportunity. We strive to live by these same values in building our workplace, fostering a culture of curiosity, high-quality engineering, and continuous learning within the AIM organization.