36 million businesses in America need insurance—it’s not optional. 77% are underinsured. 40% have no coverage at all. The distribution system failed them: too slow, too opaque, too confusing.
Over 90% of commercial insurance is still human-led. We’re building the inverse: 90%+ AI-led, pushing toward the higher 90s. Not by patching legacy workflows—by building AI that makes humans more effective, improves the customer experience, and eliminates friction at every step.
We’re adding ~1,000 customers per month. We’ve grown 100x since last year. We’re looking to do even more this year—and that’s why we’re hiring.
We’ve cracked the code on profitable unit economics in healthcare, life sciences, education, and hospitality. Now we need someone to flood it with leads.
The ThesisYour job is to pursue profitable segments relentlessly until Harper dominates mindshare. Find micro-segments with strong unit economics, systematically capture every prospect, and keep the funnel overflowing. Your leads directly correlate to revenue—you’ll see your work convert in real time.
The RoleYou’ll own lead generation across every channel that works. This isn’t “support the sales team”—this is build the pipeline that powers the company.
You work directly with founders. No committee. No approval chain. You find them, you flood the pipeline, you measure the outcome.
What You’ll DoFind and flood — Identify profitable micro-segments and systematically capture every prospect
Drive volume through data — Data-driven targeting, channel optimization, relentless iteration
Own the full funnel — From first touch to sales handoff; optimize backwards from revenue
Iterate continuously — Test channels, kill what doesn’t work, double down on what does
You take ownership without micromanagement
You make decisions based on data, not hunches
You pursue segments with laser focus until that market is yours
You self-direct your learning and optimize continuously
You’ve driven real lead volume that converted to revenue
1-3+ years in growth marketing, demand gen, or lead generation
Track record of driving measurable lead volume and pipeline
Strong analytical skills—comfortable with data and funnel metrics
Experience with paid acquisition, outbound, content, or partnership channels
Based in San Francisco or willing to relocate
B2B, SMB, or high-consideration product experience
Insurance, fintech, or regulated industry background
Marketing automation and CRM experience
Prior startup or high-growth experience
Salary: $100,000–$140,000 + performance bonuses & equity
Location: San Francisco, in-office
Health, dental, and vision insurance
Commuter benefits
Team meals and snacks
Founder screen — Initial fit and alignment
Lead screen — Skills and culture fit
Super day — See how you operate in real time
If you want to own a piece of the growth engine and flood profitable segments with leads—send your resume and tell us about a channel or segment you’ve dominated.
Top Skills
What We Do
Harper is a commercial E&S insurance brokerage. From prospecting and quoting to binding and service, our proprietary AI-native tech stack powers our organization.









