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Build and productionize large-scale ML models and pipelines for query understanding and personalization. Work on autocomplete, query tagging/NER, query expansion, intent modeling, and LLM-powered natural-language search. Collaborate cross-functionally to design, deploy, and monitor batch and real-time systems, leveraging modern ML infrastructure and tooling to improve search relevance across Airbnb products.

Design and evaluate causal inference experiments and causal ML models to measure product impact, optimize resource allocation, and inform support operations. Build, deploy, and iterate statistical/ML models, analyze tradeoffs, collaborate cross-functionally, and communicate insights to influence decisions and scale data science capabilities.

As a Senior Staff Engineer, you will lead technical vision and architectural direction for Payments Compliance, ensuring scalable and cohesive compliance systems while partnering with cross-functional teams to navigate regulatory requirements.

As a Senior Staff Machine Learning Engineer, you will drive AI product development, collaborate with cross-functional teams, and enhance ML models at scale.

Lead global launch and scaling of new travel-adjacent service categories by developing end-to-end program plans, coordinating cross-functional teams, performing SQL-based analytics and financial modeling, defining KPIs, sourcing supply strategies, and building operational processes to enable rapid, scalable growth.

Lead product strategy for AI Personalization, developing AI systems for personalized customer support at Airbnb. Manage the full-stack systems, influence roadmap decisions, and collaborate across teams to optimize performance and user experience.

The role involves building and validating Marketing Mix Models and geo-experiments, managing measurement infrastructure, and communicating insights to stakeholders.

Lead vision and roadmap for Airbnb search, driving AI-powered, conversational, and personalized search experiences. Partner with engineering, applied ML, design, and data science to prototype, ship, and validate features using quantitative analysis and A/B testing. Translate ambiguous user problems into prioritized product requirements and communicate trade-offs to stakeholders while ensuring fair inventory surfacing.

Lead Airbnbs global Host SEM program: define strategy and budget, run experiments across bidding/creatives/landing pages, partner cross-functionally, scale automation/AI, and report performance to senior leadership to drive efficient host acquisition and long-term supply growth.

Own the roadmap and execution for discounts and promotions across Airbnb's marketplace. Design promotional mechanics, build programmatic promotion capabilities, partner with design, engineering, data science, and cross-functional teams, set OKRs, and drive adoption. Use research and analytics to optimize pricing, targeting, and marketplace impact to help hosts increase earnings and improve price competitiveness.