One, Inc

Product Manager, Agentic Finance

One, Inc$110K — $130K *
US-AnywhereRemote in United States
Consumer Technology
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • 3-7 years in product management with hands-on experience in AI or LLM products.
  • Experience building or operating agent harness systems for quality management.
  • Daily user of LLM-based tools in personal or professional contexts.
  • Ability to shift between strategy development and hands-on execution.
  • Proficient in SQL with a routine of data retrieval.
  • Strong focus on user trust, safety, and compliance in financial products.
  • Ability to thrive in high-velocity, execution-driven environments.

Responsibilities

  • Define strategy and roadmap for agent capabilities.
  • Ship new capabilities while evolving existing ones based on model improvements.
  • Own and maintain the quality standards for agent responses.
  • Ensure accuracy, compliance, and customer trust in a regulated setting.
  • Lead cross-functional collaboration across various departments.
  • Prioritize roadmap using customer insights and product quality signals.

Benefits

  • Competitive base salary, stock options, and health benefits from Day 1.
  • 401(k) plan with company match.
  • Remote-friendly options with flexible time off (FTO).
  • Growth opportunities within a high-growth, mission-driven culture.
Full Job Description
The Role

OnePay is looking for a Product Manager to grow our agentic capabilities, and hold the quality bar for what is already live. You will translate customer needs, model capability, regulatory constraints, and platform limits into an agent that is accurate, compliant, and genuinely useful. The work runs from the roadmap down to how the agent handles a single conversation, and you will be hands-on at both ends. You will:
  • Define the strategy and roadmap for what our agent can do
  • Ship new agent capabilities, and evolve the ones already live as the models improve
  • Own the agent harness and the quality bar behind every response
  • Hold the line on accuracy, compliance, and customer trust in a regulated product
  • Lead cross-functional work across engineering, design, research, data science, legal, compliance, and support
  • Use customer, product, and quality signals to prioritize the roadmap


You Bring
  • 3-7 years in product management, with hands-on ownership of an AI or LLM-powered product, not familiarity with AI as a category
  • Experience building or operating an agent harness, or a comparable system for measuring and improving agent quality
  • Use LLM-based tools daily in your own life and work
  • Move fluidly between strategy, hands-on agent work, and shipping
  • Proficiency in SQL and the habit of pulling your own data
  • Care about user trust, safety, and compliance in a product that moves real money
  • Thrive in a high-velocity, execution-focused environment
  • Drive and proactivity - everyone here is a builder and executor


What We Offer
  • Competitive base salary, stock options, and health benefits from Day 1
  • 401(k) plan with company match
  • Remote-friendly (US), flexible time off (FTO), and opportunities for growth
  • A high-growth, mission-driven, inclusive culture where your work has real impact


Standard Interview Process
  • Initial Interview with Talent Partner
  • Technical or Hiring Manager Interview
  • Team Interview
  • Executive Interview
  • Offer!

About One, Inc

One, Inc. provides software solutions for the insurance industry. The company offers a cloud-based policy administration system that automates the process of selling and servicing insurance policies. The company's platform enables insurance companies to manage policies, claims, billing, and analytics. The company's customers include insurance carriers, managing general agencies, and brokers. The company was founded in 2005 and is headquartered in Santa Monica, California.
Learn more about One, Inc
Size
200 employees
Industry
Founded
2012

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