Peach Pilot Principal Product Manager

Peach Pilot

$125K — $150K *
Finance & Insurance
5 - 7 years of experience
Job Overview by Ladders

Qualifications

  • 7+ years of product management experience in a fast-paced environment.
  • Experience with AI/ML technologies, particularly LLMs and agent-based systems.
  • Strong familiarity with insurance operations, including claims, underwriting, and policy servicing.
  • Technical proficiency to communicate with engineering teams (read Python, write SQL).
  • Experience navigating executive-level conversations and stakeholder management.

Responsibilities

  • Own and prioritize the product roadmap based on client needs and platform scalability.
  • Engage directly with clients to uncover pain points and validate product hypotheses.
  • Define agent capabilities and oversee their integration into workflows with engineering and QA.
  • Collaborate with cross-functional teams to ensure product quality and delivery.
  • Translate complex technical concepts into a compelling narrative for stakeholders.

Benefits

  • Comprehensive medical, dental, and vision insurance.
  • 401(k) retirement plan.
  • Flexible PTO to encourage work-life balance.
  • Meaningful equity stake in the company.
Full Job Description
Peach Pilot: Principal Product Manager

Atlanta, GA (Buckhead) | 4 Days a Week In-Office | Atlanta-Based or Willing to Relocate | 7+ Years Experience, 5+ in Product
The Role

You own product. You report to Mario Montag, CEO, and work as a peer to engineering and QA.

The first products are live and agents are using them. Most of the operating system is still ahead of us, so the job is deciding what we build next and being right often enough that agent production moves.
What You Will Own

The product function, outright. You are the product organization. Nobody above you in product, nobody beside you. You decide what gets built and in what order, and you carry the product numbers in the company scorecard.

What we still have to build. The first products are live with early users. Most of the operating system is not built yet, and almost all of it is new AI-native work rather than a tidier version of something that already exists.
  • Score and predict which leads are worth an agent's next hour
  • Onboard and coach new agents to productivity faster
  • Sit on a live call and run underwriting across dozens of carriers at once
  • Automate customer touchpoints across the life of a policy
  • Predict and prevent chargebacks
  • Book of business, commission management, and upline dashboards


Carriers and rate data. Underwriting rules and rate data differ at every carrier. Acquiring it, encoding it, and catching a wrong rule before an agent does is our moat and our hardest recurring problem.

This is a startup. Lanes blur, work crosses over, and you will own outcomes that do not fit cleanly in a job description. The right person reads that as the appeal.
Who You Are

What is a must
  • Insurance experience. 3+ years of insurance industry experience, earned at a carrier, including a captive sales force, or building software sold to carriers, agencies, or IMOs. Any line of business counts. Life insurance specifically is not required. This is the hardest gap for us to fill and the one we will not compromise on.
  • Insurance distribution models. Captive agents, independent agents, brokers, and digital channels, and how commissions flow through each of them. Every product decision here runs through carrier rules and distribution economics, and we are too small to teach that from scratch.
  • SaaS inside regulatory constraints. A track record of delivering products that live with compliance requirements and integrate with the systems an insurance business already runs on.
  • 7+ years of professional experience, at least 5 of them as a product manager,including time at a startup or a fast-growing company. You have operated without a playbook, and you have owned outcomes rather than outputs.
  • Hands-on with LLMs and GenAI applications. Agents, evaluation, and the reality that model output is uncertain.

What helps
  • Genuinely technical. You read TypeScript, write SQL, reason about an API, and work in a terminal. You will not ship production code, and engineers will respect you anyway.
  • Comfortable with an agency owner. Our buyers run businesses and carry payroll. You can sit across from one and turn their pressure into a product story they will stake their credibility on.
  • Bias toward shipping. You would rather put something in front of an agent and learn from the reaction.
  • Depth over dabbling. If your GenAI work came from side projects rather than a day job, that counts, and we like builders who do this in their own time. What we want to see is real depth: months of sustained work and something built end to end.

Nice to have
  • Shipped product against carrier rate or underwriting data.
  • Built evaluations for models scoring human conversations.
  • Worked with coding agents as your implementation team.
  • Carried a product through an expansion into a new line of business.
Compensation & Benefits

Compensation: commensurate with experience.

Benefits: comprehensive medical, dental, and vision; 401(k); flexible PTO.

Location: Atlanta, GA (Buckhead), 4 days a week in office. Remote applicants are welcome if you are willing to relocate, and for the right person with very relevant experience we can offer modest relocation support.

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