MLOps Architect: End-to-End ML Deploy & Orchestration

Aderen; Málaga; Presencial; EUR 44.000 - 52.000; Jornada completa

Descripción de la vacante

Aderen is seeking an experienced MLOps professional to design and implement end-to-end ML operations infrastructure in Málaga, Spain, including agent deployment.

You will leverage MLflow, Kubernetes, Docker, Databricks, Prometheus and Grafana to manage agent lifecycles, monitoring, logging, and CI/CD for ML models and data pipelines. This role also involves multi-agent orchestration and registry management.

Formación

• Agent deployment pipelines and agent lifecycle management.
• MLflow for model and agent lifecycle tracking.
• Agent monitoring, logging, and performance tracking.
• Kubernetes orchestration for inference runtime environments.
• Databricks Jobs, Workflows, and agent scheduling.
• Multi-agent system orchestration and resource management.
• Docker containerization and registry management.
• Monitoring and observability tools (Prometheus, Grafana).
• CI/CD pipelines for ML models, agents, and data pipelines.

Responsabilidades

• Design and implement end-to-end ML operations infrastructure, including agent deployment.

Conocimientos

MLOps

Agent deployment

Agent lifecycle

CI/CD for ML

Agent scheduling

Multi-agent orchestration

Herramientas

Docker

Kubernetes

Databricks

MLflow

Prometheus

Grafana

Registry management

Descripción del empleo

Aderen is seeking an experienced MLOps professional to design and implement end-to-end ML operations infrastructure in Málaga, Spain, including agent deployment.

You will leverage MLflow, Kubernetes, Docker, Databricks, Prometheus and Grafana to manage agent lifecycles, monitoring, logging, and CI/CD for ML models and data pipelines. This role also involves multi-agent orchestration and registry management.