We are looking for a MLOps Architect to own the end-to-end design, evolution, and governance of our Kubeflow-based MLOps platform on Azure. This role is responsible for platform architecture, long-term technical strategy, system reliability, upgrades, cost optimization, and introducing new MLOps capabilities while ensuring zero or minimal impact to running workflows.
The role partners closely with ML Engineers, Data Science leaders, Cloud Infrastructure, Software Engineering, and Business stakeholders to translate ML requirements into scalable, secure, and cost-effective platform solutions.
Platform Architecture & Strategy
Define and own the end-to-end architecture of the Kubeflow-based MLOps platform
Kubernetes & Kubeflow Lifecycle Management
Plan and execute Kubeflow and Kubernetes version upgrades with minimal workflow disruption
Standardize environment promotion (dev → staging → prod) for ML workflows
Architect platform-wide observability (metrics, logs, traces, ML-specific monitoring)
Implement governance controls for access, data usage, and environment isolation




Ensure compliance with enterprise security standards and cloud governance policies
Act as technical advisor to Data Science, MLE, Infrastructure, and Software teams
Mentor junior MLOps engineers and set engineering best practices
7+ years of experience in MLOps, Platform Engineering, DevOps, or ML Infrastructure
~ Deep expertise in Kubeflow internals, Kubernetes architecture, and multi-tenant ML platforms
~ Strong architectural experience on Azure (AKS, Networking, Security, Governance, Cost Management)
~ Proven experience leading platform upgrades (Kubeflow & Kubernetes) with minimal disruption
~ Advanced CI/CD, GitOps, and Infrastructure-as-Code experience (Terraform, Helm, Argo CD)
~ Hybrid work model: combination of remote and collaborative office experience to enable innovation
Entrepreneurial environment in leading international company
We are agile, innovative and not afraid of failure. So, if y

📌 ARQUITECTO / A DE INTEGRACIÓN (REMOTO) (Barcelona)
🏢 Pepsico Deutschland
📍 Barcelona