Senior Product Manager (Structured Finance)

Prophecy • San Francisco, CA

2d • Remote

About The Position

Prophecy is building the next generation of AI-powered Data Prep and Analytics. Our platform enables business analysts and data teams to transform raw data into reliable, production-ready datasets and insights faster, using modern data infrastructure and AI-driven capabilities. We work with leading enterprises to simplify how organizations prepare, analyze, and operationalize data, while maintaining strong governance, security, and operational control. Our mission is to make it dramatically easier for organizations to turn complex data into trusted insights that drive decisions.

This role exists because we are expanding our platform into complex, data-intensive verticals, starting with Structured Finance. Structured finance workflows, which span asset-level data ingestion, cash flow modeling, tranche structuring, and regulatory reporting, are among the most analytically demanding and operationally complex in the enterprise. They are also highly manual and fragmented, deeply dependent on data quality and lineage, and increasingly in need of AI-driven automation and insight generation. We are looking for a Senior Product Manager who operates as a builder and owner, and who brings strong intuition for structured finance workflows, to help define how these processes evolve in an AI-native world. You will own a product area end-to-end and shape how financial institutions go from raw financial data → models → insights → decisions → actions.

Requirements

• 5+ years of product management experience in data platforms, analytics products, or financial technology
• Strong understanding of structured finance concepts and workflows, e.g. ABS, MBS, CLOs, etc.
• Experience working closely with engineering teams to deliver technical products
• Experience working with complex, data-intensive systems
• Ability to translate domain-specific problems into clear product requirements
• Strong communication skills, with the ability to simplify complex financial and technical concepts

Nice To Haves

• Experience operating in a high-growth startup environment (Series A–C)
• Experience working in or with investment banks, asset managers, fintechs, or structured finance platforms as well as loan-level datasets, cash flow models, or risk systems
• Familiar with modern data infrastructure, e.g. Snowflake, Databricks, BigQuery, Spark, SQL
• Experience building or shipping AI/ML-powered features in regulated environments
• Comfort using AI tools (LLMs, copilots) to accelerate product thinking and prototyping

Responsibilities

• Own and evolve the roadmap for a product area over a 1–3 quarter horizon, balancing customer needs, technical investments, and business goals
• Define how capabilities such as data preparation, modeling, and analytics come together into cohesive systems
• Make thoughtful trade-offs across customer needs, technical constraints, and business impact
• Think in systems: how does the product support the full lifecycle from asset ingestion to reporting and decisioning
• Develop deep understanding of structured finance workflows, including asset-backed securities (ABS), MBS, CLOs, or similar instruments, loan-level data ingestion and normalization, cash flow modeling and scenario analysis, tranche structuring and risk analysis, amd regulatory and investor reporting.
• Engage directly with customers (banks, asset managers, fintechs) to uncover constraints, inefficiencies, and unmet needs
• Frame complex financial and operational problems into clear, actionable problem statements
• Use AI tools (LLMs, copilots, workflows) as a core part of product development, not an afterthought
• Build lightweight prototypes (prompts, workflows, internal tools) to validate ideas before writing full specifications
• Identify where AI-driven capabilities and automation can meaningfully improve user workflows
• Ensure AI features are reliable, explainable, and aligned with enterprise requirements
• Work closely with engineering and design to deliver high-quality product capabilities
• Write clear, structured product specifications grounded in data and user insight
• Define success metrics and track adoption, impact, and effectiveness
• Monitor execution progress, identify risks early, and drive cross-team alignment
• Maintain a high bar for usability, reliability, and product integrity
• Align engineering, design, sales, and customer success around shared outcomes
• Communicate product direction through clear documentation and structured decision-making
• Resolve ambiguity and misalignment quickly to maintain execution momentum
• Contribute to product positioning and narrative through artifacts such as one-pagers, demos, and customer-facing materials
• Own the operational health of your product area, including performance monitoring, feature adoption, issue triage, and iteration cycles
• Establish and improve repeatable processes that increase execution speed and predictability

Benefits

• Prophecy covers 99% of employee health insurance premiums and 75% for dependents
• $200 per month towards remote work, wellness, gyms, massages, facials, and more!
• Flexible PTO
• Professional development allowance
• Company sponsored Long Term Disability and Life Insurance, FSA/HSA, dental, vision, and more
• Ability to have your fingerprint on an innovative platform
• End-to-end ownership of your projects.

What This Job Offers

• Job Type: Full-time
• Career Level: Mid Level
• Education Level: No Education Listed