
About Airbnb
The community marketplace for unique travel stays
Key Highlights
- Over 4 million registered hosts worldwide
- Facilitated over 1 billion bookings since inception
- $3.8 billion raised in Series F funding
- Headquartered in San Francisco, CA
Airbnb, headquartered in Showplace Square, San Francisco, CA, has transformed the hospitality industry with its platform that connects over 4 million hosts to travelers. Since its inception, Airbnb has facilitated over a billion bookings, disrupting traditional accommodation models by allowing indiv...
🎁 Benefits
Airbnb offers generous parental and family leave, paid volunteer time, and an annual travel and experiences credit. Employees enjoy health food and sn...
🌟 Culture
Airbnb's culture emphasizes community and belonging, reflecting its mission to create a world where anyone can belong anywhere. The company values fle...
Skills & Technologies
Overview
Airbnb is hiring a Staff Data Scientist to lead forecasting efforts in Revenue & Cancellation modeling. You'll work with Python, SQL, and machine learning techniques to design and manage forecasting systems. This position requires significant experience in data science and statistical analysis.
Job Description
Who you are
You have a strong background in data science with a focus on statistical forecasting and financial strategy — your experience includes designing and managing forecasting systems that drive business decisions. You are proficient in Python and SQL, and you understand how to leverage machine learning techniques to improve forecasting accuracy. You have a knack for analyzing complex datasets and translating them into actionable insights that can influence financial strategies.
You are a self-directed practitioner who can navigate evolving business dynamics — you can make principled tradeoffs and ensure that forecasts remain reliable and relevant as the business landscape changes. Your analytical mindset allows you to reason about data critically, and you are comfortable working with both structured and unstructured data.
You possess excellent communication skills, enabling you to collaborate effectively with cross-functional teams — you can articulate complex data-driven insights to stakeholders in a clear and concise manner. You thrive in a collaborative environment and enjoy mentoring junior data scientists, sharing your knowledge and expertise to help them grow.
Desirable
Experience with data visualization tools is a plus, as you understand the importance of presenting data in an accessible manner. Familiarity with cloud platforms such as AWS or GCP can enhance your ability to manage data pipelines and forecasting systems effectively.
What you'll do
In this role, you will own the design, operation, and evolution of end-to-end forecasting systems for revenue drivers — this includes developing data pipelines, selecting appropriate models, and implementing validation logic to ensure accuracy. You will be responsible for automating the delivery of forecasts into planning and financial workflows, ensuring that your insights are readily available to decision-makers.
You will collaborate closely with finance and operations teams to understand their forecasting needs and adapt your models accordingly — your work will directly impact revenue strategies and operational efficiency. You will continuously monitor the performance of forecasting systems, making adjustments as necessary to improve reliability and relevance.
Your role will also involve conducting experiments to validate forecasting models and assess their effectiveness in real-world scenarios — you will analyze the results and iterate on your approaches to enhance forecasting capabilities. You will be expected to stay updated on industry trends and advancements in data science, applying new techniques and methodologies to improve forecasting accuracy.
What we offer
Airbnb offers a competitive salary range of $194,000—$240,000 USD, along with potential bonuses and equity options. You will have access to comprehensive benefits, including Employee Travel Credits, which allow you to experience the platform firsthand. Join a company that values innovation and collaboration, where your contributions will help shape the future of travel and hospitality.
You will be part of a diverse and inclusive team that encourages professional growth and development — we believe in empowering our employees to take ownership of their work and make a meaningful impact. We encourage you to apply even if your experience doesn't match every requirement, as we value diverse perspectives and backgrounds.
Interested in this role?
Apply now or save it for later. Get alerts for similar jobs at Airbnb.
Similar Jobs You Might Like
Based on your interests and this role

Data Scientist
Duolingo is hiring a Staff Data Scientist to lead financial forecasting efforts. You'll collaborate with product and engineering teams to produce accurate and explainable forecasts. This role requires deep statistical understanding and experience with consumer subscription products.

Data Scientist
Pinterest is hiring a Staff Data Scientist specializing in Forecasting to lead the development of forecasting models for key company metrics. You'll utilize skills in Python, SQL, and machine learning to deliver accurate forecasts and insights. This role requires significant experience in data science and forecasting methodologies.

Data Scientist
SoFi is hiring a Staff Data Scientist to join their Loss Forecasting and Portfolio Analytics Team. You'll develop quantitative and machine learning models to forecast losses across various lending products. This role requires strong data analytics skills and experience with Python.

Data Scientist
Brex is hiring a Senior Data Scientist to develop a financial forecasting system using advanced data science techniques. You'll analyze key business drivers to inform strategic financial decisions. This position requires expertise in predictive modeling and causal inference.