MLOps Engineer - End-to-End ML Ops & Agent Deployment

Aderen; Barcelona; 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, including agent deployment, lifecycle management, and monitoring in a modern tech stack.

The role covers building deployment pipelines, integrating MLflow, and ensuring scalable, observable runtimes with Kubernetes, Databricks, and Docker. This freelance, full-time position starts ASAP in Spain.

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

Agent deployment pipelines

Agent lifecycle management

MLflow

Monitoring and observability

Kubernetes

Databricks

Docker

CI/CD for ML

Prometheus Grafana

Herramientas

Kubernetes

Databricks

MLflow

Docker

Prometheus

Grafana

CI/CD tooling

Descripción del empleo

Aderen is seeking an experienced MLOps professional to design and implement end-to-end ML operations infrastructure, including agent deployment, lifecycle management, and monitoring in a modern tech stack.

The role covers building deployment pipelines, integrating MLflow, and ensuring scalable, observable runtimes with Kubernetes, Databricks, and Docker. This freelance, full-time position starts ASAP in Spain.