高级机器学习工程师 - 通信与连接
Senior Manager, Machine Learning Engineering - Communication & Connectivity
Airbnb 诞生于 2007 年，当时两位房东欢迎三位客人来到他们的旧金山住宅，如今已发展成为拥有超过 500 万房东，为全球几乎所有国家的超过 20 亿位客人提供住宿服务的平台。每天，房东们提供独特的住宿和体验，让客人能够以更真实的方式与社区建立联系。
你将加入的团队：
Airbnb 由我们的客人和房东驱动。我们的团队负责从提升端到端的房东和客人体验，到从零开始推出新的产品垂直领域。我们的工作是构建世界级、全面的平台和功能，为优秀的客人和房东社区创造高质量的体验。
在我们的客人和房东组织中，有通信与连接团队。通信分支负责每天被数百万客人和房东使用的工具，包括消息（Airbnb 内第二大使用界面）、推送通知以及其他与关键操作系统功能的深度集成。连接分支负责通过各种方式将房东连接起来，还构建了一个平台，将来自不同领域的第三方合作伙伴与 Airbnb 连接起来。通信与连接团队的工程师涵盖多个学科，包括网页工程师、原生工程师、后端工程师、数据工程师和机器学习工程师。此职位将专注于机器学习、数据和 AI 应用。
你将带来的改变：
- 在工程、产品和领导层之间推动对 AI 投资优先级的统一，并制定多年的技术路线图。
- 与产品、设计和数据科学团队合作，将高影响力的机器学习项目从概念推进到生产环境。
- 确保高质量、高效的数据显示管道，支持业务和 AI 的需求。
- 定义并负责直接与业务成果挂钩的机器学习工作成功指标。
- 培养和指导机器学习/数据工程师团队，提高整个组织的技术标准。
典型的一天：
- 领导并指导机器学习、数据工程和软件工程领域的高级团队。
- 此职位高度跨职能，你需要与工程、数据科学、产品以及我们业务部门的高级领导合作，协调利益相关者，定义多年路线图，设定并执行迭代里程碑。
- 指导和发展团队成员，帮助他们成长职业生涯
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:
Airbnb is powered by our Guests & Hosts. Our teams work on everything from driving improvements for the end-to-end Host and Guest experience to launching new product verticals from the ground up. Our job is to build world-class, comprehensive platforms and features to create high quality experiences for our outstanding guest and host communities.
Within our Guest & Host organization is the Communication and Connectivity team. The communication branch owns the tools used daily by millions of guests and hosts, including Messaging (2nd most used surface within Airbnb), push notifications, and other deep integrations with key operating system features. The connectivity branch is responsible for connecting hosts together through various ways, it also built a platform to connect 3rd party partners from various domains with Airbnb. The communication and connectivity team has engineers covering multiple disciplines including web engineers, native engineers, backend engineers, data engineers, and machine learning engineers. The role posted here will focus on Machine learning, Data and AI applications.
The Difference You Will Make:
- Drive alignment across engineering, product, and leadership on AI investment priorities and set the multi-year technical roadmap.
- Partner with Product, Design, and Data Science to take high-impact ML initiatives from concept to production.
- Ensure high-quality, efficient data pipelines that support both business and AI needs.
- Define and own success metrics that tie ML work directly to business outcomes.
- Grow and mentor a team of ML/Data engineers, raising the technical bar across the org.
A Typical Day:
- Lead and mentor a senior team of Managers and Engineers across Machine Learning, Data Engineering and Software Engineering.
- This role is highly cross functional so you will partner with senior leadership across Engineering, Data Science, Product, and across our Business to align stakeholders, define multi-year roadmaps, set and execute on iterative milestones.
- Coaching and developing team members, helping them grow their careers, technical expertise, and collaboration skills.
Your Expertise:
- 12+ years of overall engineering experience with 5+ years managing a team in a fast paced, high growth tech environment
- BS, MS or PhD in Computer Science or related field
- Experience building, leading, and architecting full-stack products and systems at enterprise scale with a great impact
- Experience in applying modern artificial intelligence technologies to products and development cycles
- Technical leadership: hands on experience leading project teams, setting technical direction and strategy, and working cross functionally with Product and Data Science teams
- Strong communication and collaboration skills. Examples of working across teams and organizations on technical initiatives.
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
$248,000—$310,000 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 @airbnb.com or @ext.airbnb.com 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.