> Markdown version of [/jobs/ext/1479446-senior-ml-engineer-end-to-end-production-systems](https://www.wearedevelopers.com/jobs/ext/1479446-senior-ml-engineer-end-to-end-production-systems). 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). --- # Senior Ml Engineer: End-To-End Production Systems - **Company:** Digital Talent Agency - **Location:** Madrid, Spain - **Contract:** Permanent contract - **Skills:** Artificial Intelligence, Machine Learning - **Published:** July 29, 2026 - **Apply:** https://www.buscojobs.com.es/senior-ml-engineer-end-to-end-production-systems-en-madrid-ID-365105611 ## About the Role Digital Waffle is building real AI agents and seeks a full-time Machine Learning Engineer to own the ML stack from data to production. You will bridge research and production, shipping end-to-end pipelines, training, evaluation, and deployment at scale while improving latency and cost.You'll work with Py Torch/JAX and tools like Deep Speed, Megatron, and Ray, designing robust systems, quantisation, and memory optimisations. Strong ownership and hands-on delivery are essential. ## Description Digital Waffle is building real AI agents and seeks a full-time Machine Learning Engineer to own the ML stack from data to production.You will bridge research and production, shipping end-to-end pipelines, training, evaluation, and deployment at scale while improving latency and cost.You'll work with Py Torch/JAX and tools like Deep Speed, Megatron, and Ray, designing robust systems, quantisation, and memory optimisations.Strong ownership and hands-on delivery are essential. ## Related Videos - [Introduction to Azure Machine Learning](https://www.wearedevelopers.com/videos/368-introduction-to-azure-machine-learning) - [Navigating the AI Revolution in Software Development](https://www.wearedevelopers.com/videos/1266-navigating-the-ai-revolution-in-software-development) - [Edit Your Future: Queerverse Radical AI](https://www.wearedevelopers.com/videos/909-edit-your-future-queerverse-radical-ai) - [AI in Production: applied AI & enterprise use cases](https://www.wearedevelopers.com/videos/100130-ai-in-production-applied-ai-enterprise-use-cases) - [What non-automotive Machine Learning projects can learn from automotive Machine Learning projects](https://www.wearedevelopers.com/videos/397-what-non-automotive-machine-learning-projects-can-learn-from-automotive-machine-learning-projects) - [AI is dead, long live AK](https://www.wearedevelopers.com/videos/1093-ai-is-dead-long-live-ak) ## Related Articles - [How to Become an AI Engineer](https://www.wearedevelopers.com/magazine/331-how-to-become-an-ai-engineer) - [From Prototype to Production: Build AI Agents with This Free 4-Course Learning Path](https://www.wearedevelopers.com/magazine/655-from-prototype-to-production-build-ai-agents-with-this-free-4-course-learning-path) - [MLOps – What’s the deal behind it?](https://www.wearedevelopers.com/magazine/125-mlops-what-s-the-deal-behind-it) - [What Are Large Language Models?](https://www.wearedevelopers.com/magazine/304-what-are-large-language-models) - [Navigating the AI Shift](https://www.wearedevelopers.com/magazine/629-navigating-the-ai-shift) - [Dev Digest 132 - Binging WADFlix?](https://www.wearedevelopers.com/magazine/473-dev-digest-132-binging-wadflix)