AI Product Manager

Accordion

$144K — $230K *
Finance & Insurance
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • 3-6+ years of PM or delivery management experience in a technical or AI product context
  • Experience in PE or finance domains such as FP&A or finance transformation programs
  • Strong written communication skills with ability to produce clear PRDs and specs
  • Experience collaborating directly with engineers on AI/ML or data-intensive products
  • Background in consulting or professional services delivery
  • Familiar with commercial aspects of AI products including adoption and client value capture
  • Proven ability to distill complex business problems into clear engineering requirements

Responsibilities

  • Interface with executive clients and build trust in our services
  • Translate client problems into clear engineering requirements, quickly
  • Run client discovery sessions and rapidly earn trust, including from CFOs
  • Own sprint planning and coordinate delivery with AI engineers and data scientists
  • Define success criteria and KPIs before building AI-powered features
  • Identify AI system performance issues and communicate effectively
  • Utilize AI tools for over half of written output, including communications and planning

Benefits

  • Flexibility to work from home 2 days a week
  • Opportunity to work in a high-growth, entrepreneurial environment
  • Collaborative culture with over 1,400 finance & technology experts
  • Chance to impact finance practices in PE-backed companies
  • Travel opportunities to client sites when needed
Full Job Description
About the Role

We're looking for an AI Product Manager to join one of Accordion's new AI-augmented delivery pods-purpose-built teams that combine AI engineering, data science, and product management to transform how PE-backed companies run finance and operations.

In this role, you are the translation layer between client problems and AI system design. You don't manage Jira tickets, you shape what gets built and why. You'll run discovery sessions, write tight requirements, and keep sprints moving at a pace that only works if you're using AI to think faster, write better, and communicate more clearly.

We move at sprint pace, not quarter pace. If you want to own outcomes end-to-end, work directly with PE clients, and build things that matter in finance, this is the role.
What You'll Do
  • Interface with executive clients, garner trust in our services, and fill in your own knowledge gaps in real time.
  • Translate ambiguous client problems into clear engineering requirements: PRDs, user stories and functional specs (and do it fast)
  • Run client discovery sessions and earn trust quickly, including with CFOs and PE operators
  • Own sprint planning and delivery coordination across your pod's AI engineers and data scientists
  • Define success criteria and KPIs for AI-powered features before they are built, not after
  • Identify and communicate when an AI system isn't performing reliably; bridge the gap between technical diagnosis and client-facing communication
  • Use AI tools for 50%+ of your written output: requirements, stakeholder communications, research, and sprint planning
  • Travel to client site as needed

Success in the First 6 Months
  • Lead requirements and delivery coordination for at least one end-to-end AI engagement, from discovery through production
  • Establish a reputation with your pod and with clients as someone who can run a room, write a tight PRD, and hold a sprint together
  • Demonstrate materially faster output because of how you use AI tools, not just that you use them
  • Show that you understand AI system behavior well enough to write requirements that aren't naive about what LLMs can and can't do
What You'll Bring
  • AI tools are woven into how you work daily, you are materially faster because of it, and you can demonstrate that concretely
  • 3-6+ years of PM or delivery management experience in a technical or AI product context
  • PE or finance domain experience: FP&A, financial close, ERP systems, or finance transformation programs
  • Background in consulting or professional services delivery
  • Experience with the commercial dimension of AI products-thinking about adoption, product-market fit, and client value capture, not just delivery
  • Demonstrated ability to translate messy, ambiguous business problems into clear engineering requirements
  • Experience working directly with engineers on AI/ML or data-intensive products
  • Strong written communication skills, you can write a tight PRD, user story, or functional spec (and you can do it fast)
  • Comfort with iterative, sprint-based delivery under real time pressure. The world is changing around us, and you'll drive our products as an agent of change.

This is a high-velocity environment. Sprints are short, client expectations are high, and we don't slow down between engagements. If you've spent time in large enterprise engineering organizations where velocity is constrained by process, this will feel different.

The people who thrive here are those who find the pace energizing, not exhausting. They ship fast because they've internalized good judgment-not because they cut corners. They use AI tools to multiply their output, communicate clearly with non-technical stakeholders, and course-correct quickly when something isn't working.

The annual salary for this role ranges from: $144,500 to $230,000 USD + significant bonus + benefits. Actual compensation packages are determined by evaluating a wide array of factors unique to each candidate, including but not limited to geographic location, skill set, years and depth of experience, education, certifications, cost of labor and internal equity.

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