Airbnb · 13 hours ago
Senior Data Scientist, Platform (Integrity)
Airbnb was born in 2007 and has grown to over 5 million hosts worldwide. The role of Senior Data Scientist, Platform (Integrity) focuses on improving safety and trust on the platform by developing advanced AI-driven content understanding systems to ensure user-generated content is accurate and compliant with policies.
HospitalityMarketplaceMobile AppsPropTechTravelTravel Accommodations
Responsibilities
Advance Airbnb’s content integrity capabilities by building Natural Language Processing (NLP) and LLM-based models that understand intent, policy compliance, quality and risk across listings, profiles, and user communications
Develop high-performing models for detecting problematic or misleading content, including text classification, semantic similarity, information extraction and generative model-based reasoning for policy interpretation and enforcement
Design and optimize human-in-the-loop Machine Learning (ML) systems for content review, labeling, escalation and continuous model improvement
Build systems to detect emerging content risks and abuse patterns across regions, cohorts and surfaces using statistical, ML and representation-learning approaches
Design intelligent sampling and evaluation strategies to measure rare events, policy recall, false positives/negatives and model blind spots in large-scale content systems
Build and deploy production AI/ML systems for content integrity and trust content understanding, including feature engineering, model development and evaluation, thresholding, error analysis and end-to-end model lifecycle management
Partner with inference data scientists to conduct rigorous quantitative analyses, applying working knowledge of causal inference to interpret results, assess impact, and identify gaps and opportunities to improve content quality and trust outcomes
Develop frameworks to analyze tradeoffs between enforcement accuracy, user experience, operational cost and coverage, and propose strategies to optimize overall system effectiveness
Deliver robust research reports with effective data visualizations, clear storytelling and bullet-proof accuracy to drive forward impact in collaboration with cross-functional partners in product, engineering and operations
Think strategically about how to scale and evolve Airbnb’s content integrity defenses, helping define the long-term vision for the role of AI-driven content understanding across the Trust ecosystem
Qualification
Required
5+ years of industry experience in a quantitative analysis role with a Master's degree in a quantitative field (computer science, statistics etc.), or 2+ years of experience with a Ph.D
State-of-the-art knowledge of AI/ML models
Hands-on experience building, evaluating, and deploying NLP and LLM-based solutions, including text classification, information extraction, semantic understanding or generative applications
Working knowledge of causal inference
Skilled in statistical programming (Python or R) and database usage (SQL)
Proven ability to communicate clearly and effectively to audiences of varying technical levels
Ability to translate complex findings and results into compelling narratives that drive impact
Excellent project management, communication, and collaboration skills
Preferred
Trust & Safety experience is a plus
Benefits
Bonus
Equity
Benefits
Employee Travel Credits
Company
Airbnb
Airbnb is an online community marketplace for people to list, discover, and book accommodations through mobile phones or the Internet.
H1B Sponsorship
Airbnb has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (234)
2024 (176)
2023 (160)
2022 (270)
2021 (250)
2020 (274)
Funding
Current Stage
Public CompanyTotal Funding
$6.44BKey Investors
Silver Lake,Sixth StreetVERSO CapitalCapitalG,TCV
2020-12-10IPO
2020-04-14Debt Financing· $1B
2020-04-06Private Equity· $1B
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