Mlops

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

Descripción de la vacante

Aderen in Murcia, Spain is looking for a freelance full-time ML Operations engineer to design and implement end-to-end agent deployment pipelines and lifecycle management.

You will use MLflow for lifecycle tracking, Kubernetes for inference runtimes, Docker for containerization, and Databricks workflows to schedule agents, while Prometheus and Grafana provide monitoring.

The role is offered as a full-time freelance contract with a daily rate of €240–€280 and an ASAP start date.

Formación

• Experience deploying agent-based AI systems in production.
• Proficient with MLflow for model/agent lifecycle tracking.
• Experience with Kubernetes-based inference runtimes.
• Familiarity with Docker registries and containerization.
• Knowledge of CI/CD pipelines for ML models and data.
• Experience with monitoring/observability tools like Prometheus and Grafana.
• Experience with Databricks Jobs, workflows and agent scheduling.
• Ability to design end-to-end ML ops infrastructure.

Responsabilidades

• Design and implement end-to-end ML operations infrastructure including agent deployment.
• Establish agent lifecycle management and monitoring pipelines.
• Integrate MLflow, Databricks, Kubernetes, Docker in a cohesive workflow.
• Set up logging, performance tracking and observability across infra.
• Collaborate with stakeholders to ensure reliable inference environments.

Conocimientos

Agentic AI deployment

MLflow lifecycle tracking

Monitoring and logging

Kubernetes

Databricks Jobs/Workflows

Resource management

Docker containerization

Prometheus Grafana

CI/CD for ML

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

WE OFFER:

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