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Data Science & Data Platform Engineering

Chronon, Airbnb’s ML Feature Platform, Is Now Open Source

Chronon, Airbnb’s ML Feature Platform, Is Now Open Source

A feature platform that offers observability and management tools, allows ML practitioners to use a variety of data sources, while handling…
Go to the profile of Varant Zanoyan
Varant Zanoyan
Data Quality Score: The next chapter of data quality at Airbnb

Data Quality Score: The next chapter of data quality at Airbnb

In this blog post, we share our innovative approach to scoring data quality, Airbnb’s Data Quality Score (“DQ Score”).
Go to the profile of Clark Wright
Clark Wright
Wisdom of Unstructured Data: Building Airbnb’s Listing Knowledge from Big Text Data

Wisdom of Unstructured Data: Building Airbnb’s Listing Knowledge from Big Text Data

How Airbnb leverages ML/NLP to extract useful information about listings from unstructured text data to power personalized experiences for…
Go to the profile of Hongwei Harvey Li
Hongwei Harvey Li
Metis: Building Airbnb’s Next Generation Data Management Platform

Metis: Building Airbnb’s Next Generation Data Management Platform

How Airbnb evolved our data catalog into a platform for managing and governing our data warehouse at scale.
Go to the profile of Xiaobin Zheng
Xiaobin Zheng
Mussel — Airbnb’s Key-Value Store for Derived Data

Mussel — Airbnb’s Key-Value Store for Derived Data

How Airbnb built a persistent, high availability and low latency key-value storage engine for accessing derived data from offline and…
Go to the profile of Shouyan guo
Shouyan guo
Upgrading Data Warehouse Infrastructure at Airbnb

Upgrading Data Warehouse Infrastructure at Airbnb

This blog aims to introduce Airbnb’s experience upgrading Data Warehouse infrastructure to Spark and Iceberg
Go to the profile of Ronnie Zhu
Ronnie Zhu
Unified Payments Data Read at Airbnb

Unified Payments Data Read at Airbnb

How we redesigned payments data read flow to optimize client integrations, while achieving up to 150x performance gains.
Go to the profile of Alican GÖKSEL
Alican GÖKSEL
My Journey to Airbnb — Kamini Dandapani

My Journey to Airbnb — Kamini Dandapani

Airbnb’s VP of Engineering on why you don’t have to change your natural self to be a leader
Go to the profile of AirbnbEng
AirbnbEng
Measuring Latency Overhead with Own Time

Measuring Latency Overhead with Own Time

by: Jimmy O’Neill
Go to the profile of Jimmy O’Neill
Jimmy O’Neill
Automating Data Protection at Scale, Part 3

Automating Data Protection at Scale, Part 3

Part three of a series on how we provide powerful, automated, and scalable data privacy and security engineering capabilities at Airbnb
Go to the profile of elizabeth nammour
elizabeth nammour
Automating Data Protection at Scale, Part 2

Automating Data Protection at Scale, Part 2

Part two of a series on how we provide powerful, automated, and scalable data privacy and security engineering capabilities at Airbnb
Go to the profile of elizabeth nammour
elizabeth nammour
Migrating Kafka transparently between Zookeeper clusters

Migrating Kafka transparently between Zookeeper clusters

Learn more about how to migrate your Kafka cluster from one Zookeeper cluster to another without any user impact.
Go to the profile of Edmund Mok
Edmund Mok
The Airflow Smart Sensor Service

The Airflow Smart Sensor Service

Consolidating long-running, lightweight tasks for improved resource utilization
Go to the profile of Yingbo Wang
Yingbo Wang
How Airbnb Enables Consistent Data Consumption at Scale

How Airbnb Enables Consistent Data Consumption at Scale

Part-III: Building a coherent consumption experience
Go to the profile of Shao Xie
Shao Xie
Automating Data Protection at Scale, Part 1

Automating Data Protection at Scale, Part 1

Part one of a series on how we provide powerful, automated, and scalable data privacy and security engineering capabilities at Airbnb.
Go to the profile of elizabeth nammour
elizabeth nammour
How Airbnb Built “Wall” to prevent data bugs

How Airbnb Built “Wall” to prevent data bugs

Gaining trust in data with extensive data quality, accuracy and anomaly checks
Go to the profile of Subrata (Subu) Biswas
Subrata (Subu) Biswas
How Airbnb Measures Future Value to Standardize Tradeoffs

How Airbnb Measures Future Value to Standardize Tradeoffs

The propensity score matching model powering how we optimize for long-term decision-making
Go to the profile of Jenny Chen
Jenny Chen
How Airbnb Standardized Metric Computation at Scale

How Airbnb Standardized Metric Computation at Scale

Part II: The six design principles of Minerva compute infrastructure
Go to the profile of Amit Pahwa
Amit Pahwa
How does Airbnb track and measure growth marketing?

How does Airbnb track and measure growth marketing?

How Airbnb built a unified tracking measurement system to support marketing campaigns
Go to the profile of Jing Guo
Jing Guo
How Airbnb Achieved Metric Consistency at Scale

How Airbnb Achieved Metric Consistency at Scale

Part-I: Introducing Minerva — Airbnb’s Metric Platform
Go to the profile of Robert Chang
Robert Chang
Achieving Insights and Savings with Cost Data

Achieving Insights and Savings with Cost Data

The path to cloud efficiency begins with a cost data foundation
Go to the profile of Anna Matlin
Anna Matlin
Visualizing Data Timeliness at Airbnb

Visualizing Data Timeliness at Airbnb

by Chris Williams, Ken Chen, Krist Wongsuphasawat, and Sylvia Tomiyama
Go to the profile of Chris C Williams
Chris C Williams
Supercharging Apache Superset

Supercharging Apache Superset

How Airbnb customized Superset for business intelligence at scale
Go to the profile of Erik Ritter
Erik Ritter
Designing Experimentation Guardrails

Designing Experimentation Guardrails

Introducing the Airbnb Experiment Guardrails framework, which helps us prevent negative impact on key metrics while experimenting at scale.
Go to the profile of Tatiana Xifara
Tatiana Xifara
Data Quality at Airbnb

Data Quality at Airbnb

Part 2 — A New Gold Standard
Go to the profile of Vaughn Quoss
Vaughn Quoss
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