MLOps

Aderen; España; Presencial; EUR 11.512.800 - 13.431.600; Jornada completa

Descripción de la vacante

Aderen is seeking an experienced ML Ops engineer to design and implement end-to-end infrastructure for agent deployment in Spain. You will work on orchestration, monitoring, and scalable pipelines to support multi-agent systems.

This freelance full-time role offers a daily rate of €240–€280 plus VAT, with tasks spanning MLflow lifecycle tracking, Docker containerization, Kubernetes runtimes, and CI/CD for models and data pipelines.

Formación

• Experience with agentic AI deployment pipelines and lifecycle management.
• Proficient in MLflow for model and agent lifecycle tracking.
• Experience with Kubernetes for inference runtime environments.
• Familiarity with Databricks Jobs and workflows.
• Docker containerization and registry management.
• Experience with monitoring tools (Prometheus, Grafana).
• Strong CI/CD practices for ML models and data pipelines.

Responsabilidades

• Design and implement end-to-end ML operations infrastructure and agent deployment workflows.
• Set up monitoring, logging, and performance tracking for agents and models.
• Coordinate multi-agent orchestration and resource management in Kubernetes environments.
• Establish CI/CD pipelines for ML models, agents, and data pipelines.

Conocimientos

Agent deployment

Lifecycle management

Monitoring & observability

CI/CD

Multi-agent orchestration

Herramientas

MLflow

Kubernetes

Databricks

Docker

Prometheus

Grafana

Descripción del empleo

GOAL :

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

REQUIREMENTS :

• Agentic AI 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

LANGUAGE :

WE OFFER:

• Full-time Freelance contract
• Rate: €240/€280 per day + VAT (according to the experience provided)