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The 2025 AI-enabled Data Engineering roadmap
AI is making manually writing complex data pipelines a thing of the past!
Apr 25
•
Zach Wilson
73
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The 2025 AI-enabled Data Engineering roadmap
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5
March 2025
The Battle of Data Lakes: Iceberg vs Delta vs Hudi
We’ve seen the rise and fall of Apache Hive as the default choice when it comes to data lakes.
Mar 20
•
Zach Wilson
70
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The Battle of Data Lakes: Iceberg vs Delta vs Hudi
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How to pass data engineering SQL interviews in big tech
SQL and data engineering are like peanut butter and jelly.
Mar 5
•
Zach Wilson
232
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How to pass data engineering SQL interviews in big tech
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15
How to design resilient and large scale data systems
Whenever you’re building a data system, there’s a million things to consider.
Mar 1
•
Zach Wilson
163
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How to design resilient and large scale data systems
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3
February 2025
Unstructured Data is the Future of Data Engineering!
Data engineering is changing very quickly in 2025!
Feb 22
•
Zach Wilson
103
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Unstructured Data is the Future of Data Engineering!
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8
Change Data Capture (CDC) is taking over the world!
If you go back ten years, you’ll see that daily dimensional snapshotting ruled (and continues to rule) the world.
Feb 2
•
Zach Wilson
163
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Change Data Capture (CDC) is taking over the world!
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5
January 2025
How to build scalable data lakes with Apache Iceberg
Tabular.io was acquired by Databricks back in June 2023 for two billion dollars.
Jan 12
•
Zach Wilson
96
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How to build scalable data lakes with Apache Iceberg
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4
December 2024
Year in Review: 2024 at DataExpert.io
2024 for a year of intense growth for me and DataEngineer.io!
Dec 27, 2024
•
Zach Wilson
44
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Year in Review: 2024 at DataExpert.io
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November 2024
How I prepared for a staff data engineer interview at Airbnb
Two weeks before the pandemic started in 2020, I decided to quit my job at Netflix to travel the world.
Nov 27, 2024
•
Zach Wilson
161
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How I prepared for a staff data engineer interview at Airbnb
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How to enroll in my Free Data Engineer Boot Camp
On November 15th, I launched a free 6 week data engineering boot camp! It’s self-paced and you can enroll here.
Nov 17, 2024
•
Zach Wilson
80
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How to enroll in my Free Data Engineer Boot Camp
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October 2024
Top 3 LLM frameworks that you should know
There are a lot of libraries and frameworks coming out in the LLM space.
Oct 29, 2024
•
Zach Wilson
and
Filip Makraduli
96
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Top 3 LLM frameworks that you should know
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1
How GenAI will impact data engineering
GenAI is catching fire over the last two years.
Oct 11, 2024
•
Zach Wilson
144
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How GenAI will impact data engineering
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8
The Hard Truth About Bad Data Models
And how to fix them!
Oct 1, 2024
•
Zach Wilson
44
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The Hard Truth About Bad Data Models
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September 2024
My learnings from 7 failed tech interviews
Job interviews are stressful.
Sep 19, 2024
•
Zach Wilson
130
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My learnings from 7 failed tech interviews
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9
How to avoid pipeline backfill nightmares
Tired of the backfill process? Checkout these best practices to help you ease the pain of backfilling the data.
Sep 16, 2024
•
Zach Wilson
and
Junaid Effendi
48
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How to avoid pipeline backfill nightmares
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6
August 2024
When to pick SparkSQL vs DataFrame vs Dataset
Spark offers so many different APIs and languages that it can be overwhelming which way is “best.”
Aug 23, 2024
•
Zach Wilson
63
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When to pick SparkSQL vs DataFrame vs Dataset
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1
Engineering cultures: Meta vs Netflix vs Airbnb
I spent seven years working at the behemoths Facebook, Netflix, and Airbnb and I learned a ton about culture over that period of time.
Aug 14, 2024
•
Zach Wilson
131
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Engineering cultures: Meta vs Netflix vs Airbnb
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6
Data products = the future of data engineering
Data products are the systems and machinery that print big tech billions of dollars every year!
Aug 3, 2024
•
Zach Wilson
90
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Data products = the future of data engineering
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9
July 2024
How to pass data engineer interviews in 2024
Data engineering interviews can feel unpredictable and you don’t quite know what to expect!
Jul 1, 2024
•
Zach Wilson
110
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How to pass data engineer interviews in 2024
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3
June 2024
How I built a huge graph database of Netflix's cloud infrastructure
Microservices are amazing and painful at the same time!
Jun 20, 2024
•
Zach Wilson
57
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How I built a huge graph database of Netflix's cloud infrastructure
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3
How to choose between batch, micro-batch, and streaming when building a data pipeline
Speed is all the rage in data engineering nowadays.
Jun 4, 2024
•
Zach Wilson
67
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How to choose between batch, micro-batch, and streaming when building a data pipeline
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4
May 2024
Why it's hard for data engineers to get promoted after senior engineer
And things you can do to overcome it!
May 21, 2024
•
Zach Wilson
54
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Why it's hard for data engineers to get promoted after senior engineer
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22
How to learn data engineering more effectively
When building a career in data engineering, you’ll find yourself in a sea of technological choices and soft skills.
May 2, 2024
•
Zach Wilson
84
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How to learn data engineering more effectively
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1
April 2024
The 2024 breaking into data engineering roadmap
Getting a data engineering job is complicated.
Apr 11, 2024
•
Zach Wilson
566
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The 2024 breaking into data engineering roadmap
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