Staff Data Engineer

Posted:
10/16/2024, 7:18:16 AM

Experience Level(s):
Expert or higher ⋅ Senior

Field(s):
AI & Machine Learning ⋅ Data & Analytics ⋅ Software Engineering

Pay:
$283/hr or $588,640 total comp

Airbnb was born in 2007 when two Hosts welcomed three guests to their San Francisco home, and has since grown to over 4 million Hosts who have welcomed more than 1 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:

At Airbnb, we need to ensure every area of the business has trustworthy data to fuel insight and innovation. Understanding the business need, securing the right data sources, designing usable data models, and building robust & dependable data pipelines are essential skills to meet this goal. 

We are currently hiring for the following teams:

Communication and Connectivity: This team builds systems and tools for stays, experiences, and beyond that support first class rich communications and connections among all members of the Airbnb community. We create scalable and intelligent communication tools, including messaging and notifications. The data team utilizes industry-leading tools, builds scalable data systems and applies AI models to provide insights and support all products in CnC.

Users, Listings, and Marketplace Data and AI: This team is a group of passionate machine learning, data, and analytics engineers responsible for creating new data products for our Guests and Hosts, Sales, and Finance. You’ll be part of the overall Guest and Host organization that is responsible for the Airbnb web and native apps used by hundreds of millions of our guests and Hosts.

BizTech: This team is responsible for building scalable, high quality data sets and solutions for Finance, Airbnb’s Investor community, E-team and the rest of the Airbnb Data Community. You will have an opportunity to interact with cross functional stakeholders to collaborate and build solutions. You will join a world class data engineering team with a design first attitude, focus on building quality, scalable and testable code with rigor on data engineering practices. We are looking for strong engineers whom we can teach business context within a short amount of time. 

The Difference You Will Make:

Communication and Connectivity: You will partner with a cross-functional team, including product managers, frontend/backend engineers, data scientists, and machine learning engineers, to influence and build company-wide product releases. You will develop innovative data systems to empower partners in making critical business decisions, enable product engineers to create scalable online systems with optimized user experiences, and collaborate with machine learning engineers to build AI/ML systems. Additionally, you will work with our global sales team to develop business tools that optimize their workflow, making a significant impact on Airbnb's revenue.   

Users, Listings, and Marketplaces are core entities to Airbnb and the quality of the data  fundamental to Airbnb’s product and business. We have been growing our Data Engineering practice in these areas to improve data foundation and better leverage our data and ML models in our product. You will help us define and realize our vision for trustworthy data across the company and our products, shaping Data Engineering for not just the Users, Listings, and Marketplaces team but also across Airbnb. We need to ensure every area of the business and our products has trustworthy data to fuel insight and innovation. Understanding the business and product need, securing the right data sources, designing usable data models, and building robust & dependable data pipelines are essential skills to meet this goal. 

BizTech: You will actively work on the most crucial Tier-1 Company wide metrics such as Gross Booking Value, Revenue which are externally reported, and acts as the pulse of Airbnb’s business. You will relentlessly push the bar on Data Quality higher without compromising Data availability to the extent possible. Few of our datasets have crossed petabyte scale, designing and architecting dataset with performance mindset will be key to success. Team is revamping a new green area called Unit of Economics, this helps Airbnb understand how platform activities affect our margins. These activities  include -Customer Support Contact, Processing a Payment, Marketing to name a few. While you build and maintain significant parts of the critical FinTech data ecosystem, you will have an opportunity to contribute to Airbnb’s Data Engineering Paved Path. Your work on complex business problems at scale is valuable to meaningful shape engineering Paved path and tooling for the rest of the data community. We firmly believe in solving problems and contributing back to the Airbnb data community.

A Typical Day: 

  • Architect and productionize batch and real-time data systems to support various products and business needs.
  • Ensure the quality, performance, and stability of data systems through robust quality systems and monitoring practices.
  • Design and optimize data models for efficient storage and retrieval to meet critical product and business requirements.
  • Collaborate with cross-functional teams, including product managers, engineers, data scientists, and business partners, to align on data requirements and develop scalable systems.
  • Tune, productionize, and optimize data systems and machine learning models to enhance their effectiveness and efficiency.
  • Build and maintain strong relationships with partner engineering teams, including backend, client, data science, and ML teams, to ensure seamless integration and support.
  • Contribute to the development of long-term data strategies and roadmaps, and influence the technical direction of data engineering practices within the organization.
  • Mentor and coach team members, providing guidance and support to enhance their skills and performance.

Your Expertise:

  • 9+ years of relevant industry experience with a Bachelor’s and/or Master’s degree in CS/EE, or equivalent experience, or 6+ years of experience with a PhD
  • Extensive experience designing, building, and operating robust distributed data platforms (e.g., Spark, Kafka, Flink, HBase) and handling data at the petabyte scale.
  • Strong knowledge of Java, Scala, or Python, and expertise with data processing technologies and query authoring (SQL).
  • Proven ability to design, productionize, and optimize batch and real-time data pipelines and systems, ensuring their quality, performance, and stability.
  • Excellent ability to collaborate with cross-functional teams, including product managers, engineers, data scientists, and business partners, to align on requirements and drive data-driven decision-making.
  • Advanced analytical and problem-solving skills with a focus on data quality, governance, and system reliability.
  • Exceptional written and verbal communication skills, capable of influencing stakeholders and conveying complex technical concepts effectively.
  • Expertise in data modeling, warehousing, and working with relational (e.g., PostgreSQL, MySQL) and columnar databases (e.g., Redshift, BigQuery).
  • Experience working with machine learning engineers to integrate ML models into data systems and products (preferred but optional).
  • Ability to provide technical leadership and mentorship, guiding teams on best practices and contributing to the development of data engineering strategies.
  • Flexibility and innovative thinking to evaluate and incorporate new technologies and methodologies to improve data processes and solutions.

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: [email protected]. 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
$204,000$259,000 USD