Senior Product Manager (Structured Finance)

About Prophecy

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.

Why This Role Exists

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 .

What You’ll Do

Product Strategy & Ownership

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

Domain Insight & Discovery

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

AI-Native Product Development

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

Product Development & Execution

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

Cross-Functional Leadership

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

Operational Ownership

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

Who You Are

Required

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

Preferred

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

How You Work

You operate with a sense of end-to-end ownership and accountability

You are comfortable with ambiguity and move quickly to create clarity

You combine product intuition with data-driven decision making

You use tools including AI to increase leverage and speed

You care deeply about building products that deliver real, measurable outcomes for customers

Why This Role is Unique

This role sits at the intersection of structured finance domain expertise modern data infrastructure, and AI-native product development

You’ll have the opportunity to define how one of the most complex and critical areas of financial services is rebuilt for an AI-native world.

Seniority : Mid to Staff Level

Location: San Francisco, New York, or Remote (United States)

Benefits and Perks

Prophecy covers 99% of employee health insurance premiums and 75% for dependents

We offer $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.

*Benefits and perks may vary per country