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Plumbers of Data Science

Andreas Kretz
Data Engineering
Generative AI
Databricks
Data Modeling
Machine Learning
Apache Spark
Job Placement Guarantees
Time Series Databases
Python
Data Science
Azure
SQL
Germany
Job Market
Excel
TD Engine
Data Platforms
Skepticism In Data Tools
Business Intelligence
Iot

Data Engineering is the plumbing of data science. Almost invisible, but super important and a big mess when done wrong. We talk about interesting Data Engineering trends and topics. I also train Data Engineering in my Data Engineering Academy at LearnDataEngineering.com

PublishesWeeklyEpisodes128Founded9 years ago
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Artwork for Plumbers of Data Science

Latest Episodes

SQL, Python, and one cloud platform. That's what a post I saw claimed makes a good engineer. I don't fully agree, so in this episode I break down what actually makes you a good data engineer or platform architect.It starts with understanding how a da... more

AI has changed engineering a lot, so in this short solo episode I think through where it's actually landed: development, debugging, optimization, and the AI engineering hype.

The honest take: AI writes the code now. Our tests, our docs, root causes,... more

Is AI actually making us better engineers, or quietly making us worse? I sat down with Dan Beach from Data Engineering Central to talk honestly about what it feels like to build data systems in the age of Cursor, Claude, and the so-called 100X engine... more

In this podcast episode, I’m talking with Vadym Kazulkin, AWS Serverless Hero and Principal Cloud Architect.

He’s part of the AWS community for years now, speaking at events, testing new features early, and helping the community grow.

We talked abo... more

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Recent Guests

Dan Beach
Founder/representative of Data Engineering Central, guest on the episode
Data Engineering Central
Episode: #127 Is AI Making Us Worse Engineers? - with Dan Beach from Data Engineering Central
Mehdi Ouazza
A data engineer and developer advocate known for his playful approach to technical projects.
MotherDuck
Episode: #123 Building Fast and Fun Data Projects - with Mehdi Ouazza
Simon Späti
Data engineer, technical writer, and contributor to the data community.
AirBite
Episode: #122 Why Writing Is Thinking , and What Data Engineers Can Learn from It - with Simon Späti
Johannes Koch
Principal Engineer at FICO and one of twelve AWS Heroes in Germany
FICO
Episode: #121 From Application Dev to AWS Hero: A Journey in Tech & Impact - with Johannes Koch
Deepak Goyal
Founder of AzureLib, educator specializing in data engineering
AzureLib
Episode: #120 Teaching Data Engineering Like It’s Done on the Job - with Deepak Goyal
Ben Rogojan
Freelance Data Engineer and YouTuber
Seattle Data Guy
Episode: #118 Freelancing as a Data Engineer - Hero Talk with the "Seattle Data Guy" Ben Rogojan
Mezue Obi-Eyis
Experienced data engineer with a focus on Azure Databricks and a bootcamp instructor.
Azure Databricks Bootcamp
Episode: #115 His Career Started With a Bootcamp & Now He Helps Others Succeed - Hero Talk w/ Mezue Obi-Eyis
Paolo Lulli
Data engineer with experience in API development and industrial IoT.
Episode: #113 A Deep Dive Into APIs, IoT, and Data Storage - Hero Talk with Paolo Lulli
Mario Scriminaci
Chief Product Officer at Mostly AI
Mostly AI
Episode: #111 Is This the Synthetic Data Revolution?! Hero Talk with Mario Scriminaci from Mostly AI

Host

Andreas Kretz
Host of the podcast, focusing on data engineering topics and advancements, including practical insights and educational content.

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#122 Why Writing Is Thinking , and What Data Engineers Can Learn from It - with Simon Späti
Q: What would you say is the one underrated design pattern or concept in data engineering that deserves more attention?
Classical data modeling and understanding business knowledge is essential, as it helps to build effective data models that ease the overall data flow in projects.
#122 Why Writing Is Thinking , and What Data Engineers Can Learn from It - with Simon Späti
Q: What advice would you give someone who wants to build a public knowledge base or a second brain around their expertise?
Start by writing for yourself first and find a topic that you're interested in, using tools like Obsidian. Write everything in Markdown and set up a static generated blog for easy publishing.
#121 From Application Dev to AWS Hero: A Journey in Tech & Impact - with Johannes Koch
Q: What is a topic that deserves way more attention in the industry?
The focus on developer experience and observability is lacking; many developers underestimate their significance.
#121 From Application Dev to AWS Hero: A Journey in Tech & Impact - with Johannes Koch
Q: What should people begin with if they want to get started with AWS or DevOps?
It starts with identifying a very small project that makes your life better and implementing it end to end, including a CI/CD pipeline and security tests.
#118 Freelancing as a Data Engineer - Hero Talk with the "Seattle Data Guy" Ben Rogojan
Q: Do you suggest freelancing for somebody who's just a newbie in the field of data engineering?
It's an excellent idea to start with a full-time job for learning opportunities, then consider side consulting.

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Frequently Asked Questions About Plumbers of Data Science

What is Plumbers of Data Science about and what kind of topics does it cover?

With a strong focus on the intricacies of data engineering, this podcast provides insights into trends and challenges faced by professionals within the industry. Each episode features engaging discussions with guests who share their experiences, tools, and strategies for succeeding in data engineering roles. Topics range from cloud data platforms, recruitment challenges, freelancing, and the significance of soft skills, to emerging technologies like AI and synthetic data. The unique blend of educational content, practical advice, and humor creates an accessible atmosphere for listeners at various levels of expertise in the data engineering field.

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Which podcasts are similar to Plumbers of Data Science?

These podcasts share a similar audience with Plumbers of Data Science:

1. Data Engineering Central Podcast
2. The Analytics Engineering Podcast
3. The Joe Reis Show
4. Agentic Conversations (formally mlops.community)
5. The Real Python Podcast

How many episodes of Plumbers of Data Science are there?

Plumbers of Data Science launched 9 years ago and published 128 episodes to date. You can find more information about this podcast including rankings, audience demographics and engagement in our podcast database.

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What guests have appeared on Plumbers of Data Science?

Recent guests on Plumbers of Data Science include:

1. Dan Beach
2. Mehdi Ouazza
3. Simon Späti
4. Johannes Koch
5. Deepak Goyal
6. Ben Rogojan
7. Mezue Obi-Eyis
8. Paolo Lulli

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