Product Manager, Trip Quality Merchandising and AI

Airbnb Airbnb · Consumer · San Francisco, CA · Product Management

Product Manager role focused on shipping AI-powered features for guest-facing quality merchandising on Airbnb. This involves defining requirements for generative AI and ML ranking systems, partnering with Data Science to evaluate model performance, and ensuring trust and quality in the marketplace. The role requires a strong understanding of AI/ML outputs and translating them into product decisions, with a focus on consumer products and global scale.

What you'd actually do

  1. Develop and execute the product roadmap for Trip Quality Merchandising and AI, with a focus on shipping AI-powered features that improve how guests evaluate listing quality.
  2. Define product requirements for generative AI features (e.g. listing summaries, quality highlights) and ML ranking systems, including evaluation criteria, guardrails, and iteration plans.
  3. Partner with Data Science to assess model performance — understanding where outputs are accurate and trustworthy, and where they fall short — and translate those assessments into concrete product improvements.
  4. Build AI-powered features that improve how guests evaluate listing quality, partnering with Data Science to evaluate model performance and translate outputs into product decisions.
  5. Build deep expertise in how guests evaluate listing quality through user research, marketplace data, and competitive analysis; use those insights to define and prioritize features that will lead to improved user experiences and a better Airbnb service.

Skills

Required

  • 10+ years of product management experience
  • Hands-on track record shipping AI/ML-powered features on consumer products — including generative AI features (LLM-based summarization, content generation) and ML ranking or personalization systems — with direct involvement in defining evaluation criteria and improving model outputs.
  • Expert ability to use data and business analysis to inform product strategy and drive decisions.
  • Experience creating product messaging and delivering to customers.
  • Demonstrated track record of building cross-functional and executive leadership alignment.
  • Experience working on consumer products with marketplace dynamics on a global scale.
  • Entrepreneurial track record of taking an idea to reality.
  • Excited to lead cross-functional execution, from strategy through shipped product in a fast-paced environment.
  • Desire to do individual contributor product management work.
  • Excellent written and verbal communication; adept at simplifying complex AI/ML and data concepts for diverse audiences.

Nice to have

  • Domain familiarity with marketplace trust/quality, search/ranking/relevance, or content/feedback systems is strongly preferred.

What the JD emphasized

  • Hands-on track record shipping AI/ML-powered features on consumer products
  • direct involvement in defining evaluation criteria and improving model outputs
  • Domain familiarity with marketplace trust/quality, search/ranking/relevance, or content/feedback systems is strongly preferred
  • AI-generated content
  • trust-related guest-facing features

Other signals

  • AI-powered features
  • generative AI features
  • ML ranking systems
  • evaluate model performance
  • trusted marketplace