
Data Engineering Podcast
Hosted by Tobias Macey · Tobias Macey
4.7from 289 ratings
- 520
- Episodes
- 115
- Transcribed
- 289
- Ratings
- Daily
- Cadence
- 2017
- First episode
- 128K
- YouTube views
About Data Engineering Podcast
This show goes behind the scenes for the tools, techniques, and difficulties associated with the discipline of data engineering. Databases, workflows, automation, and data manipulation are just some of the topics that you will find here.
- Publisher
- Tobias Macey
- Category
- education · technology
- Language
- en
- Explicit
- No
- First episode
- 8 Jan 2017
- Latest episode
- 24 Sept 2026
Latest episodes
115 of 520 episodes have a transcript.

24 Sept 2026TRANSCRIPT
Reducing Data Debt with Agile Ledger Architecture

15 Sept 2026TRANSCRIPT
What Context Really Means in Data Engineering and AI

27 Aug 2026TRANSCRIPT
Specialized AI for Data Engineers: Inside Astronomer’s Otto
Inside a recent episode

Reducing Data Debt with Agile Ledger Architecture
Published 24 Sept 2026 · Transcript excerpt
[…] Yeah, absolutely. So for me, it really boils down to a very simple test. I just call it the 15-minute litmus test. The idea around this is your total time to insight. So if you imagine a stakeholder coming in and asking a very simple question, how many customers did we have yesterday? As simple as that. If this takes you more than 15 minutes to answer, then you are in need of agile ledger architecture. If it's less than that, you're fine. Just move on. Why improve something that's already working quite well? But the idea is, that whole test is if it's taking longer than 15 minutes to answer basic business questions and each time you want to understand okay do i have the data to back the answer for this and that takes longer than 15 minutes then that's when you know that you need some work in your architecture we're built off of some particular principles as you mentioned so obviously the core principles are that 15 minute litmus test Medallion pipeline works very, very well for this. […]
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See plansWho has been a guest on Data Engineering Podcast
Names identified in recent episode analyses. Showing up to five guests.
- Christopher Doidge
- Soham Azumdar
- Yetunde Dada
- Ragnor Comerford
- Prukalpa Sankar
Reach and audience
Public platform figures. Ratings count people who left a rating, not total listeners.
- YouTube views
- 127,622
- Score snapshot 15 Sept 2025
- Apple Podcasts (US)
- 4.6 / 5
- 146 ratings
- Spotify
- 4.8 / 5
- 143 ratings
Podcast Authority Score: 87 / 100
A composite of feed quality, social presence, YouTube performance and engagement. Read the methodology.
- Quality
- 100
- Social presence
- 0
- YouTube
- 86
- Engagement
- 99
Contact Data Engineering Podcast
- Guest appearances
- Books guests
Based on episode analysis; this does not confirm that the show is currently accepting guests.
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Questions about Data Engineering Podcast
Who hosts Data Engineering Podcast?
Tobias Macey host the show. Published by Tobias Macey.
How often do new episodes come out?
The show publishes daily, based on its RSS feed.
Does Data Engineering Podcast take guests?
Yes. Guests have been identified in episode analyses.
Where can I read transcripts?
115 of 520 episodes have a transcript on Pod Engine. Full transcripts are available with a Pod Engine plan.
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