- Страна
- США
- Зарплата
- 212 000 $ – 265 000 $
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на вакансии с ИИ

Senior Manager, Advanced Analytics
Исключительная вакансия в компании-лидере индустрии с конкурентной заработной платой, возможностью удаленной работы и сильным социальным пакетом. Высокий балл обусловлен престижем бренда Airbnb и возможностью влиять на глобальный продукт.
Сложность вакансии
Высокая сложность обусловлена требованиями к управленческому опыту (от 4 лет) и глубоким техническим знаниям в области причинно-следственного вывода (causal inference) и LLM в контексте маркетплейсов. Процесс отбора в Airbnb традиционно включает сложные кейс-интервью и проверку на соответствие культурным ценностям компании.
Анализ зарплаты
Предлагаемый диапазон $212k–$265k полностью соответствует рыночным стандартам для позиций уровня Senior Manager в топовых технологических компаниях США (Tier-1). С учетом бонусов и опционов (RSU), совокупный доход может значительно превышать медиану рынка.
Сопроводительное письмо
I am writing to express my strong interest in the Senior Manager, Advanced Analytics position at Airbnb. With over a decade of experience in data science and analytics, including significant leadership roles within complex marketplace environments, I have a proven track record of translating sophisticated data models into actionable business strategies. My background in causal inference and experimentation aligns perfectly with Airbnb's mission to optimize marketplace dynamics and drive high-quality supply growth.
Throughout my career, I have successfully led geographically distributed teams, fostering a culture of technical excellence and agile innovation. I am particularly drawn to this role because of Airbnb's unique position at the intersection of community and technology. I am eager to bring my expertise in LLMs and strategic metric frameworks to help your cross-functional teams navigate new marketplace expansions and deliver world-class guest experiences.
Составьте идеальное письмо к вакансии с ИИ-агентом

Откликнитесь в airbnb уже сейчас
Присоединяйтесь к Airbnb и возглавьте команду, определяющую будущее глобального рынка впечатлений через данные!
Описание вакансии
Airbnb was born in 2007 when two hosts welcomed three guests to their San Francisco home, and has since grown to over 5 million hosts who have welcomed over 2 billion guest arrivals in almost every country across the globe. Every day, hosts offer unique stays and experiences that make it possible for guests to connect with communities in a more authentic way.
The Community You Will Join:
Airbnb, a leader in travel and hospitality, is on a mission to create a world where anyone can belong anywhere. We offer unique accommodations and experiences, crafted and curated by locals. As we expand into new marketplaces for in-person experiences and services, we are on the lookout for driven and innovative individuals to help shape our growth trajectory.
The Difference You Will Make:
Airbnb is seeking a Senior Manager for Advanced Analytics to provide critical support in growing high-quality supply and guest engagement. This role will directly report to the Director of Advanced Analytics and work closely with senior stakeholders across multiple cross-functional teams. The Senior Manager will lead an innovative team focused on delivering data-driven insights and building tools for effective management of the marketplace dynamics. The ideal candidate will possess a unique blend of business acumen and data science expertise.
A Typical Day:
- Lead and develop a high-performing geographically distributed team, fostering a culture of innovation, agility, growth, and collaboration.
- Drive crafts and analytical excellence on advanced data analysis, statistical modeling, experimentation, and metric frameworks.
- Serve as a key analytics partner to the senior stakeholders, providing data-driven insights to guide key strategic decisions. Ensure clarity of communication and strategic alignment on analytics initiatives.
- Collaborate with teams including Strategic Finance, Data Engineering, Data Science, and Product Marketing in addition to other cross-functional teams.
- Develop meaningful metrics and KPIs to quantify the performance of key business initiatives
Your Expertise:
- A minimum of 10 years experience in advanced analytics, preferably in marketplace and/or travel industries with at least 4 years in people management roles
- Experience in leading and motivating a geographically distributed team.
- Deep technical expertise in data analysis, experimentation, causal inference, and familiarity with LLMs.
- Robust business acumen, strategic thinking skills, and the ability to make informed judgments
- Outstanding communication skills, capable of engaging with a variety of stakeholders and conveying complex concepts in an accessible manner.
- Exceptional stakeholder management skills, with a proven ability to collaborate and influence across functions.
- An agile, growth-minded approach, demonstrated through a history of driving projects from ideation to impact.
- A quantitative undergraduate degree is required; an advanced degree (MBA or equivalent) is highly preferred.
Your Location:
This position is US - Remote Eligible. The role may include occasional work at an Airbnb office or attendance at offsites, as agreed to with your manager. While the position is Remote Eligible, you must live in a state where Airbnb, Inc. has a registered entity. Click here for the up-to-date list of excluded states. This list is continuously evolving, so please check back with us if the state you live in is on the exclusion list. If your position is employed by another Airbnb entity, your recruiter will inform you what states you are eligible to work from.
Our Commitment To Inclusion & Belonging:
Airbnb is committed to working with the broadest talent pool possible. We believe diverse ideas foster innovation and engagement, and allow us to attract creatively-led people, and to develop the best products, services and solutions. All qualified individuals are encouraged to apply.
We strive to also provide a disability inclusive application and interview process. If you are a candidate with a disability and require reasonable accommodation in order to submit an application, please contact us at: reasonableaccommodations@airbnb.com. Please include your full name, the role you’re applying for and the accommodation necessary to assist you with the recruiting process.
We ask that you only reach out to us if you are a candidate whose disability prevents you from being able to complete our online application.
How We'll Take Care of You:
Our job titles may span more than one career level. The actual base pay is dependent upon many factors, such as: training, transferable skills, work experience, business needs and market demands. The base pay range is subject to change and may be modified in the future. This role may also be eligible for bonus, equity, benefits, and Employee Travel Credits.
Pay Range
$212,000—$265,000 USD
Создайте идеальное резюме с помощью ИИ-агента

Навыки
- Data Analysis
- Stakeholder Management
- Large Language Models
- KPI
- Strategic Thinking
- Causal Inference
- Statistical Modeling
- Experimentation
- Marketplace Analytics
Возможные вопросы на собеседовании
Роль требует управления распределенной командой. Важно понять, как кандидат поддерживает вовлеченность и продуктивность сотрудников в разных часовых поясах.
Расскажите о вашем опыте управления географически распределенной командой: с какими основными трудностями вы сталкивались и как их решали?
Airbnb — это двусторонний маркетплейс. Кандидат должен понимать, как изменения на одной стороне влияют на другую.
Как бы вы подошли к разработке системы метрик для оценки баланса спроса и предложения при запуске новой категории услуг на Airbnb?
В описании вакансии упоминается causal inference как ключевой навык. Это критично для принятия стратегических решений.
Опишите случай, когда вы использовали методы причинно-следственного вывода (causal inference) для изменения бизнес-стратегии. Почему стандартного A/B тестирования было недостаточно?
Вакансия требует знакомства с большими языковыми моделями. Важно понять практический опыт внедрения ИИ в аналитические процессы.
Каким образом, по вашему мнению, LLM могут быть интегрированы в аналитический цикл Airbnb для повышения эффективности работы команды или улучшения клиентского опыта?
Роль предполагает тесное взаимодействие с финансами, продуктом и маркетингом.
Приведите пример, когда вам приходилось убеждать высокопоставленных стейкхолдеров в необходимости принятия непопулярного решения, основываясь исключительно на данных.
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- Страна
- США
- Зарплата
- 212 000 $ – 265 000 $