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The Knot Worldwide

Wedding marketplace linking couples with vendors

AI Principal Product Manager

Technical Product ManagementUpdated on Nov 11
Full-timeRemote in USA$159.1k - $272.8k /yr

About the Job

Requirements

  • At least 8 years of product management experience in consumer products at scale, including recent hands-on experience shipping large language model-powered products to real users.
  • A zero-to-one track record of taking products from ambiguous concepts to launched, measured products, preferably within a larger organization.
  • Working fluency with prompting, evaluations, agentic patterns, memory, and tool use.
  • Experience shipping a product used by other AI systems, such as a Model Context Protocol server or an application programming interface for agents, and understanding why agents select one tool over another.
  • Experience making model, context, and caching tradeoffs against a real budget, treating cost to serve as a product metric.
  • A clear point of view on AI autonomy, including when an agent should guide, ask, or act, what it should see, and how users stay in control.
  • Ability to design rigorous metrics for products without benchmarks, including channels that cannot be randomized, and to let data guide decisions.
  • Ability to develop narratives that align leaders around novel problem spaces and set standards adopted by teams outside the role's reporting line.

Responsibilities

  • Shape which actions and data external assistants can access, under what rules, and in what order, so The Knot's vendor graph, reviews, and planning tools support distinctive experiences.
  • Treat the Model Context Protocol and other ways agents access The Knot as products, owning strategy, prototyping, launch, roadmap, and outcomes.
  • Own the system that connects AI features across product teams, including how actions are described, routed, and tested so new features improve agents' action selection.
  • Define trustworthy AI behavior, including when agents guide, ask, or act, what they can see, and how couples retain control and provide consent.
  • Run a rapid build-measure-learn cycle by prototyping weekly, testing work early with couples and experts, and stopping ideas when evidence does not support them.
  • Build evaluation sets from real couple tasks, identify assistant failures, and run tests that inform what to build next.
  • Define success metrics for a channel where the company cannot choose which couples use it, instrument the channel, and ensure assistant activity improves vendor outcomes.
  • Measure the cost of serving each engaged couple and treat usage-based cost as a product constraint.
  • Advise product, engineering, design, marketing, and data science leadership on how AI changes customer expectations.
  • Set an example for how product teams build with AI, including prototyping and evaluations, and help establish standards for AI features.

Desired Qualifications

  • Experience taking a product from an ambiguous concept to launch within a larger organization is preferred.

About the Company

The Knot Worldwide

Wedding marketplace linking couples with vendors

The Knot Worldwide runs a global, multi-brand wedding planning marketplace that connects engaged couples with local vendors. Its platform pairs free planning tools, personalized wedding websites, gift registries, and invitations for couples with paid listings, advertising, and subscriptions for vendors to gain visibility; couples search, compare, and contact vendors, while revenue also comes from wedding-related products and registry commissions. The company differentiates itself with a wide network of brands across many countries and through acquisitions that broaden coverage for different wedding sizes and markets. The goal is to help couples plan and realize their wedding by connecting them with suitable vendors and tools, while growing marketplace revenue from listings, services, and wedding commerce.

Company size
1,001-5,000
Company stage
IPO
Headquarters
New York City, New York
Founded
2018

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