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The Data Playbook Podcast
Dataminded
21 episodes
6 days ago
🎙️ The Data Playbook is a podcast where we aim to build a playbook for data leaders. We do that through a series of interviews with other data leaders, data practitioners and data experts. In each episode, we break down real-world data challenges: from building modern architectures and embracing Data Mesh to navigating cloud sovereignty, we help you make smarter decisions one play at a time.
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All content for The Data Playbook Podcast is the property of Dataminded and is served directly from their servers with no modification, redirects, or rehosting. The podcast is not affiliated with or endorsed by Podjoint in any way.
🎙️ The Data Playbook is a podcast where we aim to build a playbook for data leaders. We do that through a series of interviews with other data leaders, data practitioners and data experts. In each episode, we break down real-world data challenges: from building modern architectures and embracing Data Mesh to navigating cloud sovereignty, we help you make smarter decisions one play at a time.
Show more...
Technology
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S2 E5. Beyond Hyperscalers: How to Run Modern Data Platforms on European Clouds - The Data Playbook Podcast with Kris Peeters & Niels Claeys
The Data Playbook Podcast
55 minutes 35 seconds
1 month ago
S2 E5. Beyond Hyperscalers: How to Run Modern Data Platforms on European Clouds - The Data Playbook Podcast with Kris Peeters & Niels Claeys

EU clouds without the hype. Niels Claeys (Partner & Lead Data Engineer at Dataminded, and our technical hiring lead) breaks down data sovereignty vs. Cloud Act, GDPR realities, and a portable, Kubernetes-first stack with Iceberg, Trino, and Airflow. We compare Scaleway, OVH, Exoscale, UpCloud, look at cost drivers, encryption/KMS, egress policies, and how to avoid vendor lock-in plus when best-of-breed beats all-in-one and why “keep it simple” still wins.

What you’ll learn:

  • When EU clouds make more sense than hyperscalers (and when they don’t)
  • Designing a portable platform: Terraform/Tofu for infra, Argo CD for apps
  • Table formats 101: why Apache Iceberg over plain Parquet/CSV
  • Query layer choices: Trino for open SQL across object storage & DBs
  • Orchestration in practice: Airflow patterns, dependencies, SLAs
  • Security & governance: OPA for fine-grained policies, IAM, catalogs
  • Cost & ops: egress, managed services gaps, version lag, troubleshooting
  • Team skills: what to hire for, and the “hard questions” Niels asks in interviews

🌐 More at ⁠www.dataminded.com⁠ — and subscribe!


Chapters

00:00 Intro & why EU clouds now

04:40 Compliance & legal: GDPR, Cloud Act, sovereignty

11:55 Platform blueprint: Kubernetes + Iceberg + Trino + Airflow

20:30 Catalogs, OPA, IAM & access control

27:10 EU providers deep dive: Scaleway, OVH, Exoscale, UpCloud

36:20 Cost, encryption/KMS, egress & performance

43:10 Best-of-breed vs all-in-one (and glue work)

51:00 Getting started: IaC, Argo CD, day-2 ops

56:40 Hiring: interview signals & practical takeaways

Keywords

EU cloud, European cloud providers, data sovereignty, GDPR, Cloud Act, Kubernetes data platform, Apache Iceberg, Trino, Airflow, vendor lock-in, OPA, Argo CD, Terraform, Exoscale, Scaleway, OVH, UpCloud

The Data Playbook Podcast
🎙️ The Data Playbook is a podcast where we aim to build a playbook for data leaders. We do that through a series of interviews with other data leaders, data practitioners and data experts. In each episode, we break down real-world data challenges: from building modern architectures and embracing Data Mesh to navigating cloud sovereignty, we help you make smarter decisions one play at a time.