- Страна
- США
- Зарплата
- 244 000 $ – 305 000 $
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Senior Staff Machine Learning Engineer, Communication & Connectivity
Исключительная вакансия в компании мирового уровня с высокой зарплатой и возможностью удаленной работы. Позиция предлагает огромное влияние на продукт и работу с передовыми технологиями (LLM), однако планка входа чрезвычайно высока.
Сложность вакансии
Это позиция высочайшего уровня (Senior Staff), требующая более 12 лет опыта и навыков архитектурного лидерства. Кандидат должен обладать глубокой экспертизой в LLM и масштабируемых ML-системах, а также уметь управлять кросс-функциональными командами.
Анализ зарплаты
Предложенный диапазон ($244k - $305k) является конкурентоспособным для уровня Senior Staff в США, хотя в топовых технологических компаниях (Big Tech) совокупный доход с учетом акций может быть выше. Указанная сумма — это только базовая часть, что делает предложение очень привлекательным.
Сопроводительное письмо
I am writing to express my strong interest in the Senior Staff Machine Learning Engineer position within the Communication & Connectivity team at Airbnb. With over 12 years of experience in software engineering and a proven track record of leading large-scale ML initiatives, I am excited about the opportunity to architect advanced recommendation engines and integrate LLMs to transform how hosts and guests interact on your platform.
Throughout my career, I have specialized in building scalable AI systems and mentoring high-performing engineering teams. My background in intent detection and ranking systems aligns perfectly with your goals for Messaging and Notifications. I am particularly drawn to Airbnb's mission of fostering authentic connections, and I am eager to apply my expertise in machine learning to enhance these experiences for millions of users worldwide.
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Откликнитесь в airbnb уже сейчас
Присоединяйтесь к команде Airbnb и создавайте будущее коммуникаций с помощью LLM и машинного обучения на глобальном уровне!
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:
We connect Airbnb’s community with the right information, in the right place, at the right time. We tailor Messaging & Notifications so hosts on Airbnb can streamline their operations, and travelers get just the information they need to enjoy their stay worry-free.
Additionally, we are building new connections within our community to help enrich the experience of hosting & traveling on Airbnb: easing the process of hosting, and adding meaning to our guest’s trips.
The Difference You Will Make:
We believe our current customer experiences in these domains are only scratching the surface of the innovations that are possible, and that science is at the heart of delivering a step-function change for our Guest and and Host on Airbnb.
You will architect and implement advanced machine learning solutions—including recommendation engines, ranking systems, intent detection models, and the integration of intelligence into existing platforms. Additionally, you’ll lead efforts to harness the power of Large Language Models (LLMs) to create transformative AI experiences.
Many of the initiatives you’ll tackle are in their early conceptual stages. You will have the opportunity to shape these ideas from inception to production, turning visionary concepts into impactful realities. You will be leading ML, Data and Product engineers to drive ML applications.
A core focus of your work will be spearheading Machine Learning applications in Messaging and Notification—a high-impact area with significant potential to enhance guest and host experiences at Airbnb.
A Typical Day:
- Envision, champion, and support the development of novel ML systems, product integrations, and performance optimizations to solve real-world problems
- Lead, mentor, challenge and grow enthusiastic, collaborative software engineers and applied scientists across the organization
- Raise the AI/ML skillset within the organization. A passion for teaching/mentoring is important.
Your Expertise:
- 12+ years of software engineering experience, with 2+ years of experience in a Principal or Senior Staff Engineer role having ownership responsibility over large-scale software systems
- Background in the design and development of scalable AI and ML systems and services, and a deep passion for building ML-powered products
- You’re an inspiring colleague, a coach and mentor with experience owning and fostering engineering maturity in multiple organizations.
- You’re a builder, and implementer, who seeks out high impact work, and who is: proactive, curious, and an excellent communicator
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
$244,000—$305,000 USD
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Навыки
- Machine Learning Engineering
- Large Language Models
- Recommendation Systems
- Ranking Systems
- Natural Language Processing
- System Architecture
- Software Engineering
- Mentoring
Возможные вопросы на собеседовании
Для уровня Senior Staff критически важно умение проектировать системы, которые выдерживают нагрузку миллионов пользователей Airbnb.
Как бы вы спроектировали архитектуру системы уведомлений в реальном времени, которая использует LLM для персонализации контента, минимизируя при этом задержки (latency)?
Вакансия подразумевает работу с ранним этапом идей. Работодателю важно понять, как кандидат превращает концепт в продукт.
Опишите ваш опыт вывода ML-продукта из стадии концепции в продакшн. С какими основными техническими и организационными трудностями вы столкнулись?
Роль требует лидерства над инженерами и учеными.
Как вы подходите к менторству и повышению квалификации (upskilling) команды в области современных AI-технологий, таких как генеративные модели?
Messaging & Notifications — это высоконагруженные домены. Проверка понимания метрик.
Какие ключевые метрики (как технические, так и продуктовые) вы бы использовали для оценки эффективности новой модели детекции намерений (intent detection) в мессенджере?
Проверка этического и качественного подхода к AI.
Как вы обеспечиваете надежность и отсутствие галлюцинаций при интеграции LLM в критически важные каналы связи между гостем и хостом?
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- Страна
- США
- Зарплата
- 244 000 $ – 305 000 $