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채용Airbnb

Senior Staff Data Engineer, Marketplaces DNA

Airbnb

Senior Staff Data Engineer, Marketplaces DNA

Airbnb

United States

·

On-site

·

Full-time

·

1mo ago

필수 스킬

Machine Learning

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:

Marketplaces Data and AI is a group of passionate machine learning, software, data, and analytics engineers. We are responsible for developing new, cutting-edge AI and data products that leverage Airbnb’s massive datasets across Users, Listings, Pricing, and Supply/Demand. You will be a crucial part of the Guest and Host organization, building the intelligence that powers the web and native apps used by hundreds of millions of guests and hosts globally.

The Difference You Will Make:

You will own some of the most critical data at Airbnb including Users, Listings, and Marketplaces. You will help uplevel Data Engineering practice and foundation while partnering with partner and infra teams to ship data products and ML models. This is a unique opportunity to shape how we develop data products for not just the Users, Listings, and Marketplaces team but also across Airbnb.

You will play a major role in how data is integrated into our Guest and Host products by

  • understanding the business and product need

  • aligning with software engineers, ml engineers and data scientist on data flow designing the foundational data models and uplevel critical data sources

  • building scalable data architectures that push the boundaries on latency and volume of data

A Typical Day:

We are in the middle of tremendous growth and transformation in the data domain, with significant investments into intelligent products powered by Machine Learning. We are seeking product oriented Senior Staff Data Engineers to drive entity models across Users, Listings, and Marketplace and product initiatives across Quality, Merchandising, and Supply growth.

  • Develop and automate large scale, high-performance batch and streaming data processing systems to power Airbnb’s Guest and Host products, machine learning models, and business insights.

  • Partner closely with infra teams to improve scalability, data governance, and efficiency

  • Evangelize high quality software engineering practices towards building data infrastructure and pipelines at scale, collaborate with infrastructure teams to streamline best practices.

  • Advocate for high bar for data and engineering quality ensure eng deliverables are reliable, efficient, well documented, testable, & maintainable.

  • Design our data models for optimal storage and understanding, with thoughtful dataflows to power critical product and business requirements.

Your Expertise:

  • 12+ years of relevant industry experience with a Bachelor’s and/or Master’s degree in CS/EE, or equivalent experience, or 9+ years of experience with a PhD

  • Experience collaborating with client, backend, ml, analytics teams, product and business partners

  • Experience designing and deploying high performance systems with reliable monitoring and logging practices.

  • Effectively work across team boundaries to establish overarching data architecture, data flow, and provide guidance to individual teams.

  • Strong knowledge of relational databases and query authoring (SQL).

  • Strong expertise with Java / Scala / Spark and operating on data at the petabyte scale.

  • Excellent communication skills, both written and verbal.

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**

총 조회수

0

총 지원 클릭 수

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모의 지원자 수

0

스크랩

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Airbnb 소개

Airbnb

Airbnb

Public

An online community marketplace for people to list, discover, and book accommodations through mobile phones or the Internet.

5,001-10,000

직원 수

San Francisco

본사 위치

$75B

기업 가치

리뷰

3.7

10개 리뷰

워라밸

3.2

보상

3.8

문화

4.1

커리어

3.4

경영진

2.8

65%

친구에게 추천

장점

Great team culture and colleagues

Flexible work arrangements and remote options

Good benefits and perks

단점

Work-life balance challenges

Communication and organizational issues

High stress and overwhelming expectations

연봉 정보

39개 데이터

L2

L3

L4

L5

L6

Mid/L4

Senior/L5

L2 · Financial Analyst L2

0개 리포트

$211,250

총 연봉

기본급

$84,500

주식

$105,625

보너스

$21,125

$147,875

$274,625

면접 경험

9개 면접

난이도

3.4

/ 5

소요 기간

14-28주

합격률

44%

경험

긍정 44%

보통 34%

부정 22%

면접 과정

1

Application Review

2

Recruiter Screen

3

Technical Phone Screen

4

System Design Interview

5

Behavioral Interview

6

Onsite/Final Round

자주 나오는 질문

Coding/Algorithm

System Design

Behavioral/STAR

Technical Knowledge

Culture Fit