> Markdown version of [/jobs/ext/3185092-software-engineer-ml-ops-and-platform](https://www.wearedevelopers.com/jobs/ext/3185092-software-engineer-ml-ops-and-platform). 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).

---

# Software Engineer, ML Ops and Platform

- **Company:** Tools Gmbh & Co. Kg
- **Location:** München, Germany
- **Experience:** Expert
- **Contract:** Permanent contract
- **Skills:** Clean Code Principles, Application Programming Interfaces (APIs), Computer Clusters, Continuous Integration, Firmware, Mobile Application Software, Python (Programming Language), Machine Learning, Delivery Pipeline, Backend, Cloudformation, Containerization, Kubernetes, Data Lineage, Data Management, Machine Learning Operations, Virtual Agents, Terraform, Docker
- **Published:** September 3, 2026
- **Apply:** https://de.indeed.com/viewjob?jk=cfbbc765b2e28b4a

## About the Role

* 5+ years building ML infrastructure, data platforms, or production ML systems at scale.
 * Track record of delivering platforms and CI/CD pipelines used daily by ML or data teams.
 * Hands-on experience running large-scale training on multi-tenant GPU clusters to maximize throughput and reliability.
 * You've built versioned dataset & lineage systems with slice-level provenance and governed access, making every model reproducible to the exact data, features, code, and config used.
 * Deep understanding of containerisation (Docker) and orchestration (Kubernetes/EKS) plus Infrastructure-as-Code (Terraform/CDK/Cloudformation).
 * Strong backend engineering skills in Python and/or Go; you value clean, maintainable code.
 * Deep understanding of modern CI/CD, model packaging, and observability practices.
 * Comfortable operating production systems, defining SLAs, and handling rollout or incident workflows.
 * Comfortable using modern Agentic AI development

## Description

* Design, build, and operate reliable, observable infrastructure for training, evaluation, telemetry ingestion, and deployment.
 * Maintain CI/CD workflows and automated pipelines.
 * Edge-aware rollout services with staged deployment, A/B experimentation and instant rollback across Orbs, Orb Mini and Mobile Apps.
 * Develop secure APIs and backend services that expose governed datasets and model artefacts at scale.
 * Implement automated checks, drift detection, and alerting for real-time model monitoring.
 * Champion best practices in data lineage, reproducibility, privacy-by-design, security and secure edge delivery.
 * Collaborate across ML research, product, and firmware teams to streamline delivery and feedback loops.


## Related Videos

- [Docker Compose: Rediscovered](https://www.wearedevelopers.com/videos/1978-docker-compose-rediscovered)
- [Developing the Backend with Stefan Lingler, CTO at Shpock](https://www.wearedevelopers.com/videos/100360-developing-the-backend-with-stefan-lingler-cto-at-shpock)
- [Playing Pong on a shoulder press machine](https://www.wearedevelopers.com/videos/100140-playing-pong-on-a-shoulder-press-machine)
- [DevOps for Machine Learning](https://www.wearedevelopers.com/videos/179-devops-for-machine-learning)
- [Docker build without Docker](https://www.wearedevelopers.com/videos/100114-docker-build-without-docker)
- [Empowering Thousands of Developers: Our Journey to an Internal Developer Platform](https://www.wearedevelopers.com/videos/1519-empowering-thousands-of-developers-our-journey-to-an-internal-developer-platform)

## 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)
- [How We Built a Worry-Free System That Runs for 10+ Years – And What We’d Do Again](https://www.wearedevelopers.com/magazine/751-how-we-built-a-worry-free-system-that-runs-for-10-years-and-what-we-d-do-again)
- [The Most Popular IT Jobs on the Market](https://www.wearedevelopers.com/magazine/376-the-most-popular-it-jobs-on-the-market)
- [How to Become an AI Engineer](https://www.wearedevelopers.com/magazine/331-how-to-become-an-ai-engineer)
- [Dev Digest 120 - Apple and peers](https://www.wearedevelopers.com/magazine/455-dev-digest-120-apple-and-peers)