MLOps Architect: Kubeflow on Azure | Hybrid Work

PepsiCo; Barcelona; Híbrido; EUR 110.000 - 145.000; Jornada completa

Ventajas ofrecidas por este puesto de trabajo

Hybrid work model

Learning opportunities

Wellbeing benefits

Volunteer opportunities

Descripción de la vacante

PepsiCo seeks an experienced MLOps Architect to own the Kubeflow-based platform on Azure. You will steer architecture, governance, and cost management while collaborating with ML, cloud, software, and business teams.

Lead upgrades, establish standards for security and reliability, and define roadmaps for new MLOps capabilities with a focus on scalability and multi-tenancy. Hybrid work model encouraged.

Formación

• 7+ years in MLOps, Platform Engineering, DevOps, or ML Infrastructure.
• Deep Kubeflow internals, Kubernetes architecture, and multi-tenant ML platforms.
• Strong Azure experience (AKS, networking, security, governance, cost mgmt).
• Proven record leading platform upgrades with minimal disruption.
• Advanced CI/CD, GitOps, and Infrastructure-as-Code (Terraform, Helm, Argo CD).
• Experience with platform observability, governance, and FinOps.
• Strong leadership, decision-making and stakeholder management.

Responsabilidades

• Define and own the end-to-end architecture of the Kubeflow-based MLOps platform.
• Establish platform standards for scalability, security, reliability, and multi-tenancy.
• Drive the roadmap for new MLOps capabilities (feature stores, registries, serving, governance).
• Plan and execute Kubeflow and Kubernetes version upgrades with minimal workflow disruption.
• Evaluate and introduce new Kubeflow components and ecosystem tools.
• Ensure backward compatibility and migration strategies for existing workflows.
• Design advanced CI/CD and GitOps workflows for platform and ML assets.
• Standardize environment promotion (dev -> staging -> prod) for ML workflows.
• Define best practices for infrastructure-as-code and platform automation.
• Architect platform-wide observability (metrics, logs, traces, ML monitoring).
• Implement governance controls for access, data usage, and environment isolation.
• Ensure compliance with enterprise security standards and cloud governance policies.
• Design and operate cost attribution models per workflow, team, or business unit.
• Partner with Finance and Business teams to provide cost visibility and optimization insights.
• Drive cost optimization strategies (autoscaling, spot instances, right-sizing).
• Act as technical advisor to Data Science, MLE, Infrastructure, and Software teams.
• Collaborate with Business stakeholders to align platform capabilities with business goals.
• Mentor junior MLOps engineers and set engineering best practices.

Conocimientos

Kubeflow

Kubernetes

Azure AKS

Multi-tenant platform design

CI/CD

GitOps

Infrastructure-as-Code

Leadership

Herramientas

Terraform

Helm

Argo CD

Descripción del empleo

PepsiCo seeks an experienced MLOps Architect to own the Kubeflow-based platform on Azure. You will steer architecture, governance, and cost management while collaborating with ML, cloud, software, and business teams.

Lead upgrades, establish standards for security and reliability, and define roadmaps for new MLOps capabilities with a focus on scalability and multi-tenancy. Hybrid work model encouraged.