AI Product Manager

Accordion

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

Qualifications

  • 3-6+ years of product management or delivery management experience in a technical or AI product context
  • Experience in the private equity or finance domain, with knowledge of FP&A, ERP systems, or finance transformation
  • Background in consulting or professional services delivery
  • Experience working directly with AI/ML engineers on data-intensive products
  • Strong written communication skills, capable of quickly writing PRDs, user stories, or functional specs

Responsibilities

  • Interface with executive clients and build trust in services
  • Translate client problems into clear engineering requirements promptly
  • Run client discovery sessions to quickly establish credibility with stakeholders
  • Lead sprint planning and coordinate delivery among AI engineers and data scientists
  • Define success criteria and KPIs for AI-powered features before development
  • Identify and communicate AI system performance issues to clients
  • Utilize AI tools for over half of written outputs, including requirements and communications

Benefits

  • Flexible hybrid work model with the option to work remotely two days a week
  • Opportunity to work with a diverse set of clients across multiple industries
  • Access to a collaborative and supportive work environment
  • Potential for significant bonuses based on performance
Full Job Description
Data & Analytics

Accordion's Data & Analytics (D&A) team offers cutting-edge, intelligent solutions to a global clientele, leveraging a blend of domain knowledge, sophisticated technology tools, and deep analytics capabilities to tackle complex business challenges.

We partner with Private Equity clients and their Portfolio Companies across diverse sectors, including Retail, CPG, Healthcare, Media & Entertainment, Technology, and Logistics.

This role can be based in any of our US office locations and is a hybrid role with the flexibility to work remotely 2 days a week. Ideal candidates should be local to the desired location.

This position is not eligible for immigration sponsorship.

Accordion Intelligence Lab

The AI Lab is composed of leading software and AI engineers, designing agentic-AI solutions ahead of the market. Our group builds and operationalizes the AI systems that power Accordion's consulting capabilities, from agentic architectures and RAG pipelines to evaluation frameworks and production observability.

The Lab works closely with practice leaders to translate research findings into scalable, reliable tools that advance Accordion's AI-driven value creation work for PE clients and their portfolio companies.
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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