Senior Advanced Analyst, Fraud & Safety Investigations
Airbnb · Posted Sep 23
Short-term home rentals, boutique hotel bookings, travel experiences, and hosting services
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About the role
The Analytics Centre of Excellence (ACOE) at Airbnb, based in India, is a hub of knowledge and expertise that aims to provide data-driven decision-making, enabling Airbnb's business goals. The ACOE's vision is to build a world-class analytics organization that provides scalable analytics, working with various business functions such as payments, trust, digital, customer support, hosting, sales, social, compliance, risk, platforms and partnership & economics. We are looking for a senior advanced analyst in our India Analytics team who works with the Fraud & Safety Delivery team, supporting Product and Business leaders within our Fraud & Safety organization.
What you will do
- Work with technical and business teams to develop robust insights, create data narratives and leverage Airbnb’s rich data to define metrics.
- Build advanced analytical capabilities and tools, passionate about solving complex problems with data; adding a new perspective to existing solutions and making business decisions based on careful and thoughtful analysis.
- Leverage Airbnb’s state-of-art machine learning infrastructure, and other central data science tools to build and collaborate with a strong team of engineers, product managers, designers and operation agents to achieve shared, cross-functional goals.
- You have a strong sense of urgency for and commitment to Airbnb’s mission of belonging.
- Develop a deep understanding of how guests and hosts interact with our Fraud & Safety frictions and how we can manage our risk while meeting our regulatory compliance requirements, through structured and unstructured data sources.
- Execute projects with regular direction; Set a roadmap for projects up to a quarter ahead providing constant updates to business stakeholders, analytics management and deliver against agreed timelines.
- Ensure the availability of data quality and data integrity for analysis and reporting, by blending external and internal data, working closely with global operations and India analytics functions.
- Perform data modeling for the various entities involved in Airbnb including customers, hosts, cases, agents, and others using modern data modeling tools and frameworks to provide the analytical foundation.
- Execute ad-hoc reporting, data investigations, and root cause analysis into various operational areas including policy incubation, enforcement efficacy, prevalence, efficiency, agent tooling, agent staffing & optimization, and agent quality & efficiency to identify and solve for operational bottlenecks and inefficiencies.
- Devise business metric frameworks and optimization models to make optimal business decisions that support arguments for Airbnb’s product, operations and policy issues
- Influence data-driven decisions across global sites and business verticals in day-to-day via business reviews, self-serve portal, planning scorecards, and impact analyses among others.
- Experiment with new Airbnb policy / product features to help deter and mitigate risk
- Influence machine learning models in partnership with DS / Engg teams to automate policy enforcement decisions, while enqueueing the most complex cases for manual review by agents
Skills used in this role
What the employer is looking for
- 6+ years of industry experience and an Advanced degree in Business Analytics or other (Masters or PhD is a plus) in a quantitative field (e.g., Statistics, Econometrics, Computer Science, Engineering, Mathematics, Data Science, Operations Research).
- Good communication and collaboration skills with the ability to work effectively with internal teams in a cross-cultural and cross-functional environment. Ability to conduct rigorous analysis and communicate conclusions to both technical and non-technical audiences
- Proven track record of delivering full stack data projects from inception to business impact.
- Advanced level proficiency in SQL/NoSQL, programming languages such as Python, R, SAS and Intermediate level knowledge of data foundations and databases like Presto, Hive, Teradata, Spark.
- Advanced level proficiency in statistical and machine learning techniques, Tableau or similar BI platform to develop reports and dashboards
- Familiarity with EDA, hypothesis testing, significance testing, linear regression, logistic regression, SVM, ridge regression, lasso regression, random forest, basic concepts of NLP, KNN, K-Means, A/B testing, multivariate testing, and digital funnel testing.
- Have a positive and solution-oriented mindset with an ability to maintain confidentiality and objectivity.
- Exceptional problem-solving abilities, self-motivation and ability to work autonomously, strong organizational and time management skills, with the ability to manage multiple priorities and meet deadlines.
Preferred qualifications
- Masters or PhD is a plus
- Knowledge and experience in Fraud & Safety operations, systems and tools would be a plus
Benefits and support
- Compensation and benefits are detailed in the job posting
About Airbnb
Airbnb operates a premier global online marketplace that connects travelers with hosts offering unique lodging accommodations, boutique hotels, and curated experiences worldwide. The platform enables millions of people to monetize their spaces and discover authentic local travel experiences across more than 220 countries and regions. By blending community-driven hospitality with innovative AI-powered tools, Airbnb has redefined the modern travel and sharing economy.
- Industry
- Travel
- Company size
- 8000+ employees
- Founded
- 2008
- Location
- San Francisco, California, USA
- Funding stage
- Public Company
Funding
Public Company · $3.07B raised
- 2020-04-06Series E$1B
- 2020-04-01Private Equity$1B
- 2015-06-29Series D$1.5B
- 2014-04-16Series C$475M
- 2011-07-24Series B$112M
- 2010-11-01Series A$7.2M
- 2009-01-01Seed$600K
Leadership
Co-Founder and Chief Executive Officer
Co-Founder
Co-Founder and Chief Strategy Officer
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