
Welcome to Breakout Labs
Modern data teams need more than just tools. They need the skills, structure, and confidence to use them well. Breakout Labs delivers high-impact, hands-on training and enablement for dbt™, Snowflake, and modern analytics engineering.


Breakout Lab's dbt & Snowflake trainings are among the most sought-after trainings at Siemens. The feedback from our teams has been outstanding: their interactive delivery, hands-on approach, and Siemens-tailored content make their sessions so effective.
- Moritz Heimpel, Head of Data Domains, Siemens
Enterprise data tools are advancing rapidly, but many teams struggle to keep pace. The challenge isn’t a lack of technology—it’s the absence of shared workflows, practical skills, and scalable onboarding. That’s where we come in.
Book a training now320+ hours of live training delivered
400+dbt developers trained

Our trainings are designed and instructed by seasoned analytics engineers who’ve been in the trenches. They know what it takes to build, scale, and maintain modern data stacks.
Our instructors are seasoned analytics engineers who’ve built and scaled data stacks — and bring that experience to every session.
We’ve trained global teams — from startups to leaders like Siemens — helping them reduce onboarding time, increase collaboration, and improve delivery.
We do hands-on enablement, contextualized for your tools, your stack, and your team. People leave confident and capable.


We’ve trained 400+ dbt experts
Excited to share that I've just wrapped up the DBT Fundamentals and Advanced training with Siemens and Breakout Labs.
It was an intense 5-day journey of hands-on learning in DBT data management, that's been both challenging and insightful.
A massive thank you to our incredible instructors, Simo Tumelius and Marvin Geerken, for the comprehensive and customized training. I have to say, it might just be my favorite training experience so far. 👏
Big recommendation if your team is looking to get up-to-speed with DBT quickly. 🚀
Big thanks to hashtag#teamSiemens for making this training possible, and to all the participants for the lively discussions and amazing teamwork! I'm looking forward to putting what I've learned into practice as we continue our journey to becoming more data and AI-driven.
Thrilled to announce I've successfully completed the 'dbt advanced' course! 🚀 What an insightful journey into deeper dbt functionalities and analytics engineering best practices.
Huge thanks to Simo Tumelius and Marvin Geerken from Breakout Labs for their exceptional guidance and expertise. Learning from the best truly makes a difference!
Ready to apply these advanced skills and continue building robust data solutions. 💪
Great advanced dbt training from Simo and Marvin at Breakout Labs. Ready to apply these modeling techniques as we expand our Siemens People Data Cloud.
Last week, I had the opportunity to join the Advanced dbt training by Breakout Labs, which I cannot recommend highly enough. 🚀
As someone working with dbt for 2-3 years already, I learnt and practiced a lot of exciting topics such as incremental models, snapshots, cost optimization, and data product setup among others.
A special shoutout to the instructors Marvin Geerken and Simo Tumelius, whose expertise, clarity, and energy made the learning experience truly outstanding. 😊
Let’s build a training plan that fits your tools, goals, and timeline.

High-Impact, Hands-On Training for Modern Data Teams