Senior/ Manager, Machine Learning, Community Support Products

Airbnb Airbnb · Consumer · China · Software Engineering

Lead a team of ML engineers to research, design, and optimize AI models and services for customer support products, focusing on improving the end-to-end experience for guests and hosts. This role involves managing ML teams, developing large-scale ML models, and shipping AI-powered products.

What you'd actually do

  1. Foster rapid development cycles without sacrificing quality, collaborating closely with platform, backend, and frontend engineers to engineer robust ML models and systems that enhance community support initiatives.
  2. Uphold Technical Standards: Conduct thorough design and architecture reviews to continually elevate our standards of technical excellence.
  3. Hire, mentor and guide a dynamic team of highly skilled machine learning engineers, fostering their technical growth and professional development.
  4. Proactively take initiatives to drive for outcomes over the scope of the team.
  5. Build relationships and drive alignment with stakeholders within Community Support and across external teams.

Skills

Required

  • Expertise in ML & AI: Deep knowledge of various machine learning and AI methodologies, including LLMs and non-LLMs, tailored for user-facing products.
  • Leadership in ML Development: Proven experience in leading teams that develop large-scale ML models and systems to improve online user experiences.
  • Management and Mentorship: Strong leadership skills with a track record of nurturing an innovative and collaborative team environment.
  • Communication Excellence: Exceptional verbal and written communication abilities, with a keen eye for detail.
  • Collaborative Spirit: Demonstrated capability to work effectively with stakeholders at all organizational levels, both internally and externally.
  • Problem Solving: Skilled in navigating and resolving ambiguous challenges through proactive and strategic approaches.
  • PhD, or Master's degree in Computer Science, Mathematics, Statistics, or related technical field.
  • 9+ years of experience in building and shipping AI models and products, including 2+ years of experience with LLMs.
  • 2+ years managing machine learning teams that deliver large impact.
  • Expert knowledge of machine learning algorithms and techniques.
  • Ability to absorb new concepts quickly and integrate them effectively into business processes.

What the JD emphasized

  • 2+ years managing machine learning teams that deliver large impact
  • 9+ years of experience in building and shipping AI models and products
  • 2+ years of experience with LLMs

Other signals

  • AI-powered products
  • transform customer service
  • improve end-to-end Community Support experience