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ShepherdShepherdSan Francisco, CA

AI Product Manager

Own the end-to-end product roadmap for Nova, an autonomous underwriting platform, partnering with engineers, underwriters, and leadership. The role requires 4+ years of product experience, practical technical fluency, production AI experience, statistical literacy, and willingness to master construction-risk underwriting.

190k – 220k/yr
On-site5+ YOEProduct Management

About the role

Responsibilities

  • Own Nova’s product vision, discovery, prioritization, execution, UX, and design decisions.
  • Set roadmap priorities, define what not to build, and shape design and engineering staffing.
  • Drive outcomes including underwriter adoption, autonomous workflow coverage, accuracy, and fully autonomous customer wins.
  • Develop deep understanding of underwriters’ workflows, submissions, and edge cases.
  • Define correctness through evaluation frameworks, materiality thresholds, release-blocking regressions, and field-level quality metrics.
  • Establish standards for autonomous underwriting, including agent behavior, escalation, uncertainty handling, and underwriter trust.
  • Work closely with engineering to write prompts, analyze evaluation data, diagnose retrieval and model issues, prototype with AI coding agents, and write code when useful.

Requirements

  • 4+ years of product management experience.
  • Track record owning the direction and outcomes of a technically difficult product.
  • Practical technical fluency, including reading pull requests, participating in architecture discussions, writing SQL, and reasoning about model behavior.
  • Experience shipping AI into production and understanding evaluation and model quality.
  • Statistical literacy, including reasoning about distributions and thresholds and critically evaluating metrics.
  • Willingness to develop deep expertise in construction risk and commercial insurance.
  • Clear, direct communication and strong decision-making skills.
  • High agency, experimentation, and a strong point of view.

Compensation and Benefits

  • Annual base salary: $190,000–$220,000.
  • Benefits and additional compensation details are not specified in the provided posting.

Skills

Product Managementartificial intelligenceSQLPrompt EngineeringMachine LearningModel EvaluationStatistical Analysisdata retrievalProduct Roadmappingunderwriting
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