Senior Product Manager (Structured Finance)

Prophecy is building the next generation of AI-powered Data Prep and Analytics. They are seeking a Senior Product Manager to own a product area focused on structured finance workflows, helping to define how these processes evolve in an AI-native world.

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, and 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

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
• 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