资深机器学习工程师，通信与连接
Senior Staff Machine Learning Engineer, Communication & Connectivity
Airbnb成立于2007年，当时两位房东在旧金山的家中接待了三位客人，如今已发展成为拥有超过500万房东，在全球几乎每个国家都接待过超过20亿次旅客的平台。每天，房东们提供独特的住宿和体验，让旅客能够以更真实的方式与社区建立联系。
你将加入的社区：
我们通过精准的信息传递，让Airbnb的社区在正确的时间、正确的地点获得正确的信息。我们定制消息与通知功能，使Airbnb上的房东能够优化运营流程，旅行者也能获得他们需要的信息，安心享受旅程。
此外，我们正在构建社区内的新连接，以提升Airbnb上的住宿与旅行体验：简化住宿流程，并为旅客的行程增添意义。
你将带来的影响：
我们认为当前在这些领域的客户体验只是创新潜力的冰山一角，而科学是推动Airbnb旅客和房东体验实现跨越式发展的核心。
你将设计并实现先进的机器学习解决方案——包括推荐引擎、排序系统、意图检测模型，以及将智能整合到现有平台中。此外，你还将领导利用大型语言模型（LLMs）的力量，创造变革性的AI体验。
你将参与的许多项目仍处于早期概念阶段。你将有机会从构思到生产，塑造这些想法，将愿景转化为有影响力的实际成果。你将带领ML、数据和产品工程师团队，推动ML应用的发展。
你工作的核心重点将是主导消息与通知中的机器学习应用——这是一个高影响力的领域，具有显著提升Airbnb旅客和房东体验的潜力。
典型的一天：
- 设想、倡导并支持开发新颖的ML系统、产品集成和性能优化，以解决现实问题
- 领导、指导、挑战并培养组织内充满热情、协作的软件工程师和应用科学家
- 提升组织内的AI/ML技能水平。对教学/指导的热情非常重要。
你的专长：
- 12年以上软件工程经验，其中2年以上担任高级或资深工程师职位的经验
查看英文原文
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: . 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
Reasonable Accommodations: We are committed to providing reasonable accommodations throughout the recruitment process for applicants with disabilities. If you need assistance, or an accommodation, please let your recruiter know once you are contacted about a role.
A Note on Recruiting Scams: Scammers sometimes pose as Airbnb recruiters to get money or personal information from candidates. A few things that will always be true for Airbnb’s hiring process: our open roles are posted on Airbnb’s Career’s Page at careers.airbnb.com, and our recruiters correspond only from @ or @ email addresses. Our recruiters will never ask for your Social Security number, bank account details, passport, or payment app information while you are interviewing. We’ll also never ask you to pay a fee, send money, deposit or cash a check, or purchase work-related equipment (such as a company laptop) during the interview process. We encourage candidates to remain vigilant of these recruiting scams and not share sensitive information if you do not believe an individual is actually affiliated with Airbnb.
Originally posted on Himalayas