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Data Eng Articles

Explore real-world engineering experiences from top tech companies.

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Pinterest logoPinterest

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Databricks logoDatabricks
21 min read
Data Engineering•2026-02-23

Spark Declarative Pipelines: Why Data Engineering Needs to Become End-to-End Declarative

Spark Declarative Pipelines (SDP) extends declarative data processing from individual queries to entire pipelines in Apache Spark, reducing operational burden for data engineering teams.

Platform
Announcements
Databricks logoDatabricks
161 min read
Data Engineering•2026-02-23

Announcing General Availability of Zerobus Ingest

This post announces the general availability of Zerobus Ingest, a real-time data ingestion product targeting organizations at scale.

Announcements
Product
Data Engineering
Customers
Databricks logoDatabricks
91 min read
Data Engineering•2026-02-19

Use Genie Everywhere with Enterprise OAuth

Databricks Genie now supports enterprise OAuth to embed natural-language data analytics into Microsoft Teams and custom web apps.

Platform
Product
Databricks logoDatabricks
41 min read
Data Engineering•2026-02-18

Predictive Optimization at Scale: A Year of Innovation and What’s Next

This post covers Databricks' Predictive Optimization (PO) in Unity Catalog, which became the default platform behavior in 2025 for autonomous lakehouse table maintenance.

Platform
Product
Figma logoFigma
271 min read
Data Engineering•2026-02-18

Redefining impact as a data scientist

This post explores how data science work at Figma's Billing infrastructure differs from traditional product analytics, offering five lessons on expanding impact in complex, correctness-driven domains.

Pinterest logoPinterest
281 min read
Data Engineering•2026-02-17

Drastically Reducing Out-of-Memory Errors in Apache Spark at Pinterest

This post describes Pinterest's Auto Memory Retries feature for Apache Spark, which automatically retries OOM-failed tasks on larger executors to reduce failures and resource waste.

engineering
data
pinterest
apache-spark
open-source
Supabase logoSupabase
71 min read
Data Engineering•2026-02-10

Hydra joins Supabase

The Hydra team, maintainers of the pg_duckdb extension, is joining Supabase to advance Postgres-native analytics capabilities.

Pinterest logoPinterest
41 min read
Data Engineering•2026-02-05

Next Generation DB Ingestion at Pinterest

Pinterest describes its next-generation database ingestion framework built on CDC, Kafka, Flink, Spark, and Iceberg to replace legacy batch-based pipelines.

pinterest
icebergs
change-data-capture
spark
engineering
Lyft logoLyft
31 min read
Data Engineering•2026-01-06

Lyft’s Feature Store: Architecture, Optimization, and Evolution

This article describes the architecture, optimization, and evolution of Lyft's Feature Store, a core ML infrastructure platform serving 60+ use cases across the rideshare stack.

feature-engineering
machine-learning
features
feature-store
data-science
Cloudflare logoCloudflare
51 min read
Data Engineering•2025-12-18

Announcing support for GROUP BY, SUM, and other aggregation queries in R2 SQL

Cloudflare announces support for GROUP BY, SUM, and other aggregation queries in R2 SQL, its serverless analytics query engine over R2 Data Catalog.

R2
Data
Edge Computing
Rust
Serverless
SQL
Grab logoGrab
68 min read
Data Engineering•2025-12-18

How Grab is accelerating growth with real-time personalization using Customer Data Platform scenarios

Grab built 'Scenarios' in their CDP to enable real-time personalization beyond daily batch updates.

Database
FlinkSQL
Engineering
Supabase logoSupabase
11 min read
Data Engineering•2025-12-08

Introducing iceberg-js: A JavaScript Client for Apache Iceberg

This post introduces iceberg-js, a minimal JavaScript client for the Apache Iceberg REST Catalog API targeting JavaScript and TypeScript developers.