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Data Eng Articles

Explore real-world engineering experiences from top tech companies.

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AWS logoAWS
111 min read
Data Engineering•2025-12-02

Announcing replication support and Intelligent-Tiering for Amazon S3 Tables

Amazon S3 Tables announces Intelligent-Tiering storage and cross-region replication support for Apache Iceberg tables.

Amazon S3 Tables
Analytics
Announcements
Launch
News
Grab logoGrab
49 min read
Data Engineering•2025-11-26

Real-time data quality monitoring: Kafka stream contracts with syntactic and semantic test

This post introduces Coban, Grab's platform for real-time Kafka stream data quality monitoring using user-defined data contracts with syntactic and semantic test rules.

Engineering
Kafka
Performance
Data science
Data processing
Real-time streaming
Engineering
Data
Squareup logoSquareup
61 min read
Data Engineering•2024-09-30

Enhancing Data Quality Using Better Designed ETLs

This article presents an ETL design document template used at Square to improve data quality, team consistency, and documentation practices.

Data Science
Paypal logoPaypal
41 min read
Data Engineering•2024-02-21

Leveraging Spark 3 and NVIDIA’s GPUs to Reduce Cloud Cost by up to 70% for Big Data Pipelines

PayPal shares how they reduced Apache Spark job cloud costs by up to 70% by migrating from CPU-based Spark 2 to GPU-accelerated Spark 3 using NVIDIA's Spark RAPIDS.

cloud-computing
gpu
big-data
machine-learning
apache-spark
Squareup logoSquareup
71 min read
Data Engineering•2024-01-17

Peer Reviews for Data Science

This post describes the peer review process for data science work developed at Square, drawing from both software code reviews and academic peer review traditions.

Data Science
BBC logoBBC
91 min read
Data Engineering•2022-09-21

UK Bank Holidays with Pandas on Jupyter

This post explains how to fetch and manipulate UK Bank Holidays JSON data using Pandas on a Jupyter Notebook to produce a queryable DataFrame.

data-science
jupyter-notebook
python
pandas
kaggle