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Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in building and managing quality assurance programs, including sampling methodologies, error taxonomies, and performance thresholds. Strong ability to influence cross-functional teams and deliver actionable insights through data analysis and reporting.
Highest-signal resume keywords
Quality Assurance Program DevelopmentData Literacy and AnalysisCross-Functional InfluenceSampling Methodology DesignUser Acceptance Testing
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
Quality Program ManagementError Taxonomy DevelopmentStatistical Significance UnderstandingCalibration ProcessesPerformance Thresholds AuthoringWorkflow Adherence MeasurementRisk-Weighted Sampling MethodologiesRoot Cause AnalysisQuality Measurement in AI DecisionsJudgment-Based Work Evaluation
Soft Skills
Exceptional Writing SkillsStrong Cross-Functional Influence Skills
Industry Keywords
FraudSafetyHigh-Stakes DecisioningQuality DeliveryPartner ManagementAuditOperationsProgram Management
About the role
Key responsibilities & impact- Build and own Airbnb Fraud & Safety Delivery's quality program
- Set the strategy and operating rhythm for quality delivery through internal and partner sites
- Represent quality in FSD leadership forums
- Design a two-layer quality model measuring workflow adherence and enforcement-decision accuracy
- Establish expert review panels, blind double-review, and benchmark-case libraries
- Build severity-weighted error taxonomies and risk-weighted sampling methodologies
- Author quality guidelines, performance thresholds, and escalation paths
- Run calibration across internal teams and partner sites
- Deliver consistent quality reviews across FSD
- Own User Acceptance Testing for new launches
- Diagnose root causes behind reversed decisions and produce actionable reporting
- Extend quality measurement to model and AI-agent decisions
- Partner with Product, Engineering, and Data Science to feed labeled quality data into models and automated decisioning
- Drive fixes across workflow, policy, tooling, and training without adding handling time or review layers
Requirements
What you’ll need- 8+ years of experience in quality assurance, operations, risk, audit, or program management within a high-volume, high-stakes decisioning environment
- Proven experience driving quality delivery through partner or vendor teams not directly managed
- Experience building a quality program from scratch, including sampling methodology, scorecards, error taxonomies, calibration processes, and governance
- Experience measuring quality in subjective, judgment-based work
- Understanding of sampling design, statistical significance, and inter-rater reliability
- Strong data literacy, including pulling and interrogating data and working with analytics partners
- Exceptional writing skills
- Strong cross-functional influence skills
- Experience evaluating model or AI-assisted decision quality is a strong plus
- Experience in Trust, Fraud, or Safety is a plus, but not required
Benefits
Comp & perks- Bonus or incentives eligibility
- One or more equity programs
- Benefits
- Employee Travel Credits
- Reasonable accommodations throughout the recruitment process for applicants with disabilities
