> Markdown version of [/videos/73-implementing-continuous-delivery-in-a-data-processing-pipeline?t=283](https://www.wearedevelopers.com/videos/73-implementing-continuous-delivery-in-a-data-processing-pipeline?t=283). Every page supports `.md` or `Accept: text/markdown`. Links point to the HTML versions so they work for humans too. Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md). --- # Implementing continuous delivery in a data processing pipeline Standard continuous delivery practices fail when your final deliverable is data. How can immutable architecture and functional programming principles make your pipeline rollbacks instantaneous? - **Speakers:** Álvaro Martín Lozano - **Event:** WeAreDevelopers LIVE - **Published:** November 12, 2020 - **Duration:** 34:00 - **URL:** https://www.wearedevelopers.com/videos/73-implementing-continuous-delivery-in-a-data-processing-pipeline - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/81d43ba75c403f2bfb2efff6e4ec01db/thumbnails/thumbnail.jpg?time=19015ms ## Access Playback and chapters for this video are available with a Free account. ## Related Moments - [Implementing continuous delivery architecture for machine learning](https://www.wearedevelopers.com/videos/178-industrializing-your-data-science-capabilities) (from "Industrializing your Data Science capabilities") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/d5f21c6005c42039fcc87e297647ed4b/thumbnails/thumbnail.jpg?time=136925ms - [Evolution of software delivery and the devops pipeline](https://www.wearedevelopers.com/videos/853-navigating-the-ai-wave-in-devops) (from "Navigating the AI Wave in DevOps") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/e6793b2f08a85863c48e62c5d9bdead0/thumbnails/thumbnail.jpg?time=480945ms - [Automating delivery pipelines and managing infrastructure via code](https://www.wearedevelopers.com/videos/545-my-journey-into-devops-world-how-it-all-started) (from "My journey into DevOps world - How it all started!") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/7809f8c6c0f4441fb19a40e41ac53365/thumbnails/thumbnail.jpg?time=218300ms - [Applying software engineering environments and testing to data pipelines](https://www.wearedevelopers.com/videos/1030-modern-data-architectures-need-software-engineering) (from "Modern Data Architectures need Software Engineering") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/b9e4ba0bd369aacbc351d343dc91f838/thumbnails/thumbnail.jpg?time=53675ms - [Evolution from manual deployments to continuous integration](https://www.wearedevelopers.com/videos/1603-next-gen-ci-cd-with-gitops-and-progressive-delivery) (from "Next-gen CI/CD with Gitops and Progressive Delivery") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/eedf26c5f9ef7a1daa99f544817e05da/thumbnails/thumbnail.jpg?time=100635ms - [Establishing reproducible data science with openness and automation](https://www.wearedevelopers.com/videos/162-data-science-on-software-data) (from "Data Science on Software Data") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/bc26a789b321a43f50d0d6cd969dcf2b/thumbnails/thumbnail.jpg?time=121985ms ## Related Articles - [MLops – Deploying, Maintaining And Evolving Machine Learning Models in Production](https://www.wearedevelopers.com/magazine/115-mlops-deploying-maintaining-and-evolving-machine-learning-models-in-production) - [MLOps – What’s the deal behind it?](https://www.wearedevelopers.com/magazine/125-mlops-what-s-the-deal-behind-it) - [Navigating the AI Shift](https://www.wearedevelopers.com/magazine/629-navigating-the-ai-shift) - [Now is the time for industrialized software development](https://www.wearedevelopers.com/magazine/601-now-is-the-time-for-industrialized-software-development) ## Related Jobs - [Lead Software Engineer - Data Engineering](https://www.wearedevelopers.com/jobs/ext/2000968-lead-software-engineer-data-engineering) at **Dynatrace** - [Director Of Ai Platform (All Genders)](https://www.wearedevelopers.com/jobs/ext/1609996-director-of-ai-platform-all-genders) at **Delivery Hero SE** - [Cloud Data Engineer (all genders)](https://www.wearedevelopers.com/jobs/48216-cloud-data-engineer-all-genders) at **msg** - [Forward Deployed Data Engineering - Director](https://www.wearedevelopers.com/jobs/ext/3889678-forward-deployed-data-engineering-director) at **PwC** - [Forward Deployed Data Engineering - Experienced Associate](https://www.wearedevelopers.com/jobs/ext/3846623-forward-deployed-data-engineering-experienced-associate) at **PwC** - [devops engineer for cloud databases](https://www.wearedevelopers.com/jobs/ext/3668908-devops-engineer-for-cloud-databases) at **STACKIT**