9h ago
Product Manager
San Francisco, CA
$125k-$170k / year
full-timejunior
๐ Tech Stack
๐ผ About This Role
You'll own a module in an AI-native insurance brokerage factory, encoding industry-nuance into agents that handle the full customer lifecycle. Your core impact is moving KPIs like conversion and handle time by building eval regimes and data flywheels that make probabilistic systems trustworthy.
๐ฏ What You'll Do
- Own KPIs: conversion, handle time, accuracy, autonomous resolution rate
- Encode industry-by-industry nuance into rules, prompts, agents, and data structures
- Build eval regime with regressions and backtests for every change
- Live with operators and talk to customers daily
๐ Requirements
- 1โ3 years of product experience or comparable operator/engineering experience
- Proven ownership of a product or system end-to-end (KPIs, roadmap, execution)
- Proficiency using AI tools like Claude Code, Cursor, or Lovable
โจ Nice to Have
- Experience with AI agents, LLMs, or data pipelines
- Background in insurance or risk analysis
- Obsessed with evals and probabilistic systems
๐ Benefits & Perks
- ๐ฐ Equity included in compensation package
- ๐ Bonus potential
- ๐ฅ Health insurance (standard startup package)
๐จ Hiring Process
Estimated timeline: 2-3 weeks ยท AI estimate
- 1Recruiter screenยท 30 min
- 2Hiring manager interviewยท 45 min
- 3Product deep dive / case studyยท 60 min
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