Simplify Logo
Airbnb

Airbnb

Online marketplace for lodging and experiences

Advanced Analyst - Community Support

Full-Time
₹3.1M - ₹4.4M/yr

+ Bonus or incentives + Equity programs

Senior, Expert
Master's, PhD
Gurugram, Haryana, India
In Person

Relocation is not offered.

About the job

Requirements
  • At least 8 years of industry experience with an advanced degree such as a Master's or PhD in a quantitative field, including Statistics, Econometrics, Computer Science, Engineering, Mathematics, Data Science, or Operations Research.
  • Expert-level SQL, including complex query optimization, performance tuning, and schema design, with strong understanding of ETL/ELT pipelines and working knowledge of data transformation tools.
  • Advanced proficiency in Python, including pandas, numpy, scikit-learn, and statsmodels, with the ability to build and deploy end-to-end analytical models.
  • Experience with advanced regression techniques, time-series analysis, causal inference, forecasting, and advanced econometric modeling.
  • Expert-level A/B testing and multivariate testing, including power analysis, switchback testing, quasi-experimental methods such as difference-in-differences and regression discontinuity, digital funnel analysis, and cohort analysis.
  • Proficiency in machine learning techniques including exploratory data analysis, hypothesis testing, linear and logistic regression, support vector machines, ridge and lasso regression, random forest, natural language processing, k-nearest neighbors, and k-means.
  • Hands-on experience with large language models such as ChatGPT, Gemini, or Claude, applied prompt engineering, and independently deploying AI tools to solve analytical problems.
  • Awareness of responsible artificial intelligence, data privacy regulations including GDPR and CCPA, bias mitigation, model fairness, and bias detection.
  • Advanced proficiency in Tableau, Power BI, or equivalent business intelligence platforms, with the ability to design executive-level dashboards and self-serve analytics portals.
  • Strong working knowledge of Presto, Hive, Teradata, and Spark, with experience designing scalable data models for analytical consumption.
  • Ability to independently apply artificial intelligence tools, including large language models, AutoML, and natural language processing pipelines, to complex business problems.
  • Ability to evaluate and select appropriate artificial intelligence models while understanding trade-offs among model complexity, interpretability, and performance.
  • Ability to lead and influence cross-functional teams and senior stakeholders without direct authority in a cross-cultural environment.
  • Ability to translate complex analytical findings into clear, actionable narratives for technical and non-technical audiences.
  • Proven ability to deliver full-stack data projects from inception to measurable business impact.
  • Strong mentoring and coaching skills, with demonstrated ability to develop junior talent.
  • Ability to maintain confidentiality and objectivity, manage multiple high-priority workstreams, and meet deadlines.
  • Proficiency in agile project management practices and tools such as Jira or Asana.
Responsibilities
  • Serve as the primary data thought partner to product and business leaders across Community Support by providing strategic insights, recommendations, and support for data-informed organizational decisions.
  • Drive day-to-day product analytics and create scalable, reusable data tools and frameworks that improve the team’s analytical capability.
  • Build and scale advanced analytical capabilities using Airbnb’s machine learning infrastructure and central data science tools in collaboration with engineering, product management, design, and operations teams.
  • Champion artificial-intelligence-first analytics practices by identifying opportunities to integrate large-language-model tools, AutoML, and advanced artificial intelligence capabilities into analytical workflows.
  • Develop a deep understanding of guest and host interactions with the Community Support platform and manage risk and regulatory compliance using structured and unstructured data sources.
  • Mentor and guide junior analysts while fostering analytical rigor, curiosity, and continuous skill development.
  • Drive the product analytics roadmap, prioritization, and delivery of solutions in the Strategic Planning & Operations organization, planning up to six months ahead with minimal direction.
  • Lead projects end-to-end by building timelines, defining milestones, providing updates to product managers and analytics leadership, and delivering against agreed timelines.
  • Work with Product Managers and business leaders to design, execute, and evaluate A/B tests and communicate experimentation pitfalls and caveats.
  • Build high-quality ground-truth datasets and dashboards that enable stakeholders to answer data questions quickly and independently.
  • Collaborate with Product Engineering to specify logging and with Analytics Engineering to build scalable data tools for broad internal consumption.
  • Devise business metric frameworks and optimization models to support product, operations, and policy decisions at scale.
  • Influence data-driven decisions across global sites and business verticals through business reviews, self-serve portals, planning scorecards, and impact analyses.
  • Experiment with new policy and product features to deter and mitigate risk, then translate findings into actionable recommendations for leadership.
  • Lead and influence machine learning model development with data science and engineering teams to automate policy-enforcement decisions while routing complex cases for manual review.
  • Identify opportunities to apply AI-assisted tools such as large language models, AutoML, and natural language processing pipelines to accelerate analytical delivery.
  • Ensure data quality and integrity for analysis and reporting by blending external and internal data sources and collaborating with global operations and India analytics functions.

About the company

Airbnb operates an online marketplace that connects travelers with lodging and experiences hosted by local people. Hosts list properties—from single rooms to entire homes—and guests can book stays or curated experiences through the platform. The service works on a commission model: Airbnb earns a percentage of each booking made on its site. The platform supports a global network of hosts and guests, aiming to make travel more local and authentic. It differentiates itself by offering millions of hosts and experiences worldwide, creating a broad one-stop marketplace where travelers can find unique stays and activities in nearly every country. The goal is to enable people to monetize their spaces and passions while giving travelers access to diverse, authentic travel options.

Company Size

10,001+

Company Stage

IPO

Headquarters

San Francisco, California

Founded

2007

Get referred to Airbnb

See people who can refer or advise you

Simplify Jobs

Simplify's Take

What believers are saying

  • Pepijn Rijvers joined September 1, 2026, strengthening hotels, enterprise, and international expansion.
  • The September 14, 2026 Austin investment restores goodwill and unlocks stalled housing projects.
  • Housing Accelerator's $250 million could catalyze $5 billion over ten years and soften political backlash.

What critics are saying

  • EU rules proposed September 9, 2026 let cities restrict short-term rentals across Europe.
  • Florence, Paris, Barcelona, and Venice keep tightening limits on Airbnb-style commercial operators.
  • If hotels and regulation squeeze supply together, Airbnb's core marketplace loses inventory and pricing power.

What makes Airbnb unique

  • Brian Chesky and Pepijn Rijvers are pushing Airbnb beyond homes into hotels and discovery.
  • Airbnb's global host network and local-experience brand remain harder for Booking.com to replicate.
  • The September 2026 Housing Accelerator ties Airbnb's platform to housing policy and capital deployment.

Help us improve and share your feedback! Did you find this helpful?

Benefits

Comprehensive health plans

Paid volunteer time

Healthy food and snacks

Generous parental and family leave

Learning and development

Annual travel and experiences credit

Growth & Insights and Company News

Headcount

6 month growth

-1%

1 year growth

0%

2 year growth

1%
TTG Asia
Sep 15th, 2026
Airbnb appoints Zhiqiu Kong as regional director Asia.

Airbnb appoints Zhiqiu Kong as regional director Asia. / Posted on 15 September, 2026 9:34 Zhiqiu Kong has been promoted to regional director for Asia at Airbnb. In this role, Kong oversees Airbnb's business operations across China, Japan, Korea, India and South-east Asia. He joined Airbnb more than a decade ago and has held leadership roles spanning product innovation, growth and business strategy. Reporting to Kong, Michael He will step into the role of country manager for China. He has more than nine years of experience working at Airbnb, and was most recently China's business and growth operations lead.

Yahoo Finance
Sep 14th, 2026
Airbnb launches $250M fund to finance US housing projects amid rental restrictions

Airbnb is committing $250 million to finance housing projects across the US through its new Housing Accelerator initiative. The programme will provide "last-dollar" financing for developments that need final capital to proceed, including affordable and mixed-income housing. The company said the initial investment could unlock more than $5 billion in capital over 10 years. Its first commitment is $6.4 million towards 201 affordable housing units in Austin, Texas. The announcement comes amid continuing criticism of Airbnb's impact on housing availability. Days earlier, the European Commission proposed new rules allowing governments to restrict short-term rentals where housing supply is constrained. Airbnb maintains that lack of housing supply, not short-term rentals, drives affordability issues.

Airbnb
Sep 14th, 2026
Airbnb announces first housing accelerator investment in Austin, TX.

Airbnb announces first housing accelerator investment in Austin, TX. By Airbnb · September 14, 2026 Key Takeaways * Airbnb is committing an initial $250M in last-dollar financing to unlock more than $5B in capital over the next 10 years to build more housing, with an inaugural investment in affordable housing in Austin, Texas. * Airbnb will support pro-housing policy reforms - including zoning, permitting, and building code changes - in partnership with local organizations like AURA in Austin. Airbnb was born when two hosts inflated three airbeds and launched a website to help pay their rent. Nearly 20 years later, millions of hosts rely on Airbnb income to stay in their homes - but too many of their neighbors still struggle to find a home they can afford. Today, Airbnb is taking its most significant step yet to be part of the solution: the launch of the Airbnb Housing Accelerator, a multi-pillar commitment to help build more housing across the country and around the world. The Housing Accelerator combines capital deployment, policy advocacy, and innovation into a coordinated system designed to help remove the barriers that prevent homes from being built and unlock housing supply, and inspire the next generation of breakthroughs in construction technology. Unlocking the St. John redevelopment project. Airbnb's inaugural $6.4 million investment will support the development of 201 affordable housing units in Austin, Texas. Located at 800 E. St. John Avenue, St. John is split into two parts. Airbnb's investment funds the construction of 201 units of affordable housing. Under an agreement with the City of Austin, this fully affordable project was necessary in order to build a companion project with 325 units of mixed-income housing which is expected to open at the same time. Combined, St. John will include more than 500 units of housing, plus retail, a park, and public art. The site, owned by the city since 2013, has sat empty for nearly 20 years. In 2017, then-Councilmember (now US Congressman) Greg Casar passed a resolution directing city staff to work with surrounding neighborhoods on a new vision for the property. The city then partnered with Greystar to bring the community's plans for affordable housing to fruition. Despite overwhelming community support and tax incentives from a State of Texas affordable housing program, construction stalled for five years due to a lack of funding. Airbnb's investment bridges that gap and enables construction to finally begin. Supporting smart reforms in Austin. Investment alone cannot solve the housing crisis. Durable change requires modernizing the rules that make it too expensive, too slow, and too difficult to build. Airbnb is proud to support local organizations like AURA in Austin fighting to enact pro-housing reforms. AURA has helped mobilize Austin residents to engage City Hall in support of legislation that allows the construction of up to three homes per lot and smaller minimum lot sizes, which makes it easier to build starter-homes. Going forward, they want to legalize "missing middle" housing in Austin. Airbnb's support will enable them to hire their first-ever paid staffer to move beyond an all-volunteer operation. Alongside support for AURA, Airbnb is also making donations to trusted nonprofit organizations that serve the St. John neighborhood, focused on economic empowerment and homeownership. More information on the policy solutions Airbnb is backing is available in The Airbnb Housing Accelerator: Tackling the Housing Crisis, a new report issued today highlighting reforms that make housing more available and affordable. "Austin leads the national conversation and the actual outcomes on housing because we're doing what it takes to build. I'm glad to see Airbnb investing in housing projects like St. John's. Expanding housing takes all of us. When a company like Airbnb steps up and works alongside local organizations, community leaders, and the city, you get real outcomes." - Kirk Watson, Mayor, City of Austin "Austin's housing shortage demands a collaborative approach. The St. John's project shows what's possible when the public sector, private sector, and community partners come together to build more housing and ensure affordability. I'm proud that Austin is the first city where Airbnb is making this kind of local investment." - José "Chito" Vela, Mayor Pro Tem and Councilmember for District 4, City of Austin "AURA is grateful to Airbnb for their partnership and commitment to strengthening communities here in Austin. For more than a decade, we have advanced reforms to address the root cause of Austin's housing crisis: the simple fact that we have made it too difficult to build enough homes for everyone. Airbnb has been a real partner in working with communities to address that issue head on, and we welcome their generous support for the work we do to advance pro-housing policies." - Zach Faddis, President, AURA

Chicago Urban League
Sep 14th, 2026
Making a house a home for everyone.

Making a house a home for everyone. By: Karen Freeman-Wilson, President and CEO Housing has long been a symbol of the American Dream. For many Black Chicagoans, however, that dream has been constrained by redlining, land contracts, predatory lending, and other practices that limited access to homeownership and the wealth it can create. That history is why organizations like the Chicago Urban League have focused for generations on helping residents purchase and remain in their homes. From Homan Square to Pullman and Bronzeville to South Shore, organizations are working to create and preserve housing in communities that have historically been denied investment. Community-based organizations have long advocated for access to safe and affordable housing, initially in the context of landmark civil rights and fair housing protections. Today, that work includes creating new housing, maintaining existing homes, and helping families preserve properties passed down through generations. It involves nonprofit organizations such as IFF and Neighborhood Housing Services (NHS), financial institutions such as BMO and Wells Fargo, and government partners including the City of Chicago, the Village of Maywood, and Cook County. To make these efforts more strategic and evidence-based, the Chicago Urban League's Research and Policy Center is partnering with the Institute for Racial Justice at Loyola University Chicago and other organizations to study the housing conditions and needs of Chicago's communities. With support from Airbnb, this research is building a data-driven foundation for identifying where different interventions may have the greatest impact. The research will also draw on expertise from across the city. Chicago Urban League is forming an advisory committee of researchers and housing experts who will provide ongoing guidance throughout the project. At key stages, Chicago Urban League will convene a broader group of researchers, practitioners, and community-based experts through a series of intimate convenings. Participants will review the methodology, examine emerging findings, and identify questions that require further exploration. This process is designed to strengthen the work and allow the evidence to guide the story, conclusions, and recommendations that emerge. Building wealth is especially important to the Chicago Urban League. In the 2025 State of Black Chicago, Chicago Urban League cited research from the New School showing median net wealth of zero for Black families, compared with $28,000 for Mexican families and $200,000 for white families. Narrowing this gap requires strategies responsive to the distinct conditions, assets, and pressures within individual neighborhoods. Creating new housing matters. Preserving existing homes matters too, especially properties passed down through families. Other important strategies include developing credit options that support sustainable homeownership and introducing financial education early. These efforts are most effective when Chicago Urban League understand what is happening in each community: the assets already present, the barriers residents face, and the market forces shaping change. Its research partnership will help turn that understanding into action. The Chicago Urban League is honored to work alongside organizations such as NHS, IFF, and Airbnb to direct resources more effectively, strengthen homeownership, and help more Chicago families build and retain wealth.

e27
Sep 11th, 2026
Why Beyond Border thinks visas are now part of the founder playbook.

Why Beyond Border thinks visas are now part of the founder playbook. The Singapore-founded platform is betting that US immigration support can become a strategic tool for global entrepreneurs 14 Sep, 2026 Beyond Border, the Singapore-founded, tech-enabled US immigration platform for founders and highly skilled professionals, has added former Airbnb China COO Kum Hong Siew to its advisory bench as Business Advisor. The appointment comes as the company, which says it has stayed net profitable for two years while hitting a multimillion-dollar annual revenue run rate, pushes further into the US and prepares to expand into Latin America. Siew's résumé reads like a masterclass in scaling across regulatory complexity: one of Airbnb's earliest Asia Pacific hires, he went on to run the company's regional business before becoming COO of Airbnb China, a market notorious for grinding down foreign operators. Before that, he cut his teeth at law firm Rajah & Tann and at Yahoo!. e27 sat down with Siew (and on two questions specifically about Beyond Border's market strategy, with CEO and co-founder Fred Ng) to unpack what "operational scaling" actually means for an immigration platform, why the O-1 visa's "Einstein" reputation is mostly myth, and what a law-and-tech background taught him about vetting founders before agreeing to advise them. You went from Airbnb to immigration tech. What drew you to Beyond Border specifically, and what parallels do you see between scaling Airbnb's regional operations and helping founders navigate US immigration? Kum Hong Siew: What drew me in was the founders first. Fred Ng and Arnold Ip are strong founders who are building something special. Silicon Valley is the indisputable epicentre of the AI revolution, and ambitious founders and builders around the world increasingly understand that they need to move there to have truly global impact. I also see the mission in broader terms than a typical visa-processing pitch. When someone moves to the US and succeeds, that success flows back home too, especially true for folks hailing from emerging markets like Latin America. The Airbnb connection, though, is about something more specific than mission alignment for me. When it involves cross-border movement of people, local nuance and understanding is critical. And it can be challenging to maintain this local mindset as you scale a business. I learnt this from my time at Airbnb, and I look forward to helping Fred and Arnold do this as well. You went from one of Airbnb's earliest APAC hires to COO of Airbnb China, a market known for regulatory complexity. What lessons from operating there apply to Beyond Border's move into Latin America? Kum Hong Siew: I'm careful not to overclaim a one-size-fits-all playbook here. Every country really is different. But there are some fundamental truths in running and scaling a business. For example, succeeding in China requires a relentless focus on the customer, and that translates everywhere else. Beyond Border frames immigration as sitting "at the intersection of legal, operational and business strategy." Can you unpack that with a concrete example? How does a founder's visa status actually shape decisions like where to hire or raise capital? Kum Hong Siew: Most of Beyond Border's customers have already made the harder decision before they ever speak to us. They've already decided that they want to be in the US, usually because that's where funding, talent and customer demand are frequently the deepest and densest in the world. And then Beyond Border helps them get the right visa to be there. Physical presence isn't optional if a founder actually wants to build a team or raise capital in the US. It's very hard to do those things successfully if you are constantly flying in for two weeks before leaving, and coming back only in a few months' time. I'll offer a data point from my own angel investing. I have a portfolio founder from Hong Kong who now spends more than half their time in San Francisco. Since they started doing this late last year, they've more than 4x-ed their annualised revenue. As Business Advisor, you'll work on legal operations and operational scaling. What does "operational scaling" mean for an immigration platform - internal processes, attorney networks, client experience, or all three? Kum Hong Siew: I'll be blunt about the industry's starting point. Immigration service providers have historically been heavy on manual processes and operations. With AI, there is now an opportunity to reinvent how such services can be delivered, to enable faster, cheaper, and higher-quality outcomes. But I push back on treating AI as a bolt-on. It's not about taking an existing workflow and automating select steps with AI, while essentially doing the same steps in fundamentally the same way. Instead, it's about designing and building a completely new workflow from first principles using the technology that is now possible, while maintaining or even improving the quality of the deliverables. My bet is on combining Beyond Border's talented workforce and attorney networks with technology to serve far more clients without diluting the experience. You've worked across law, tech, and now immigration. How has that cross-disciplinary background shaped how you evaluate a company like Beyond Border before agreeing to advise it? Kum Hong Siew: My background allowed me to quickly understand the problem they were solving, and the different ways in which they could attack it as they scale. What sealed the decision for me was less the numbers than the founders themselves. They have already built a good business, but want to make it even bigger and better. They had a really good understanding of their business and the levers for further growth, and were also open and hungry to learn. At this stage, everything starts with and flows from the founders. So what I saw made the decision easy. Beyond Border has grown to a multimillion-dollar revenue run rate while staying net profitable for two years. What told you this was a fundamentally sound business rather than just a fast-growing one? Kum Hong Siew: Those metrics, together with my understanding of how such businesses operate, show that Beyond Border could grow to be a great business at scale. Singapore-founded startups often face the question of when and how to internationalise. What do you make of Beyond Border's decision to headquarter in Singapore while its core product serves the US market? Fred Ng: I'd correct the framing a little there. Beyond Border was founded in Singapore, but today we are headquartered across the US and Hong Kong. Singapore remains an important part of our story, and Asia continues to be a core market for us. I see our geographic spread as a philosophy rather than an accident. One of our core beliefs is that where you come from should not define where you can go. Singapore gave us a strong launchpad, with its concentration of talent and its position as a regional business hub, but the company has grown organically into an increasingly international business. The numbers back that up: more than 60 per cent of enquiries now come from the US, with the rest split across Asia, Europe and Latin America. For us, internationalisation has therefore been less about choosing between Singapore, Asia or the US, and more about building the company in the markets where our customers are today and where they want to go next. I think it also shows that a consumer company founded in Singapore can build from Asia and find meaningful traction with a global audience. A press release cites that immigrants co-founded 59 per cent of America's billion-dollar startups. From your vantage point, what's the biggest misconception people have about who actually needs O-1 or EB-1A pathways? Fred Ng: I'll go straight for the myth that keeps eligible applicants from even trying. The biggest misconception is that you have to be "Einstein-smart" to qualify for an O-1 or EB-1A. These pathways have developed a reputation as the "Einstein visas," which leads many founders and professionals to assume they are out of reach. I'd point to approval data as the counter-argument. O-1 approval rates, for instance, have remained above 90 per cent even across both Trump administrations. What matters is whether you can demonstrate a strong track record of professional achievement and recognition within your field. As a rule of thumb, if you have achieved meaningful professional milestones that are recognised by your industry, it is worth assessing your eligibility rather than ruling yourself out because of the "extraordinary ability" label. Beyond Border is expanding into Latin America alongside its US and Asia footprint. What operational or cultural challenges do you anticipate in building trust with founders and professionals in a market quite different from Southeast Asia? Kum Hong Siew: I'll return to a theme I raised earlier: there's no universal playbook, only a universal starting point. I always advise founders to start with the customer. When you do that, you can use first principles to figure out the best way to build trust with and to serve the customer. The way to do that will vary across countries and cultures, hence local nuance and understanding is critical. That is why Beyond Border's obsession with being customer-centric has served and will continue to serve them well. Editor, e27