Agentic AI Operations Engineer

Rockwell Automation; Medellín; Hybrid; COP 120,000,000 - 180,000,000; Full time

Benefits offered by this job

Hybrid work

Wellbeing programs

Volunteer time off

Course library

Job summary

Rockwell Automation in Medellín, Colombia, is seeking an Agentic AI Operations Engineer to deploy and operate generative AI pipelines and agentic apps in production. You’ll work under senior architects to keep AI systems healthy and secure.

You will manage deployments, monitoring, security and CI/CD across Azure/Kubernetes environments, collaborating with global teams and contributing to reliable, scalable AI infrastructure.

Qualifications

• Bachelor's degree required.
• Minimum 3+ years of relevant work experience.
• Experience deploying and supporting Generative AI or multi-agent solutions.
• Hands-on cloud experience (Azure preferred, AWS or GCP acceptable).
• Strong Kubernetes, Docker, and CI/CD tooling skills.

Responsibilities

• Deploy, configure, and maintain AI Agents and RAG pipelines.
• Operate AI platforms safely with observability and incident response.
• Manage Azure infrastructure, Kubernetes services, and data stores.
• Implement CI/CD and IaC using Terraform; support audits and governance.
• Collaborate with global teams to improve reliability and security.

Skills

Kubernetes

Python

Azure

AWS

GCP

Docker

Airflow

MLOps

Observability

SAFe

Education

Bachelor's Degree

Tools

Terraform

Grafana

Postgres

Redis

Job description

## Agentic AI Operations EngineerApply: Hybrid: Medellin, Antioquia, Colombia: Full time: Posted Today: End Date: October 21, 2026 (11 hours left to apply): R26-4572Rockwell Automation is a global technology leader focused on helping the world’s manufacturers be more productive, sustainable, and agile. With more than 28,000 employees who make the world better every day, we know we have something special. Behind our customers - amazing companies that help feed the world, provide life-saving medicine on a global scale, and focus on clean water and green mobility - our people are energized problem solvers that take pride in how the work we do changes the world for the better.We welcome all makers, forward thinkers, and problem solvers who are looking for a place to do their best work. And if that’s you we would love to have you join us!Job DescriptionAs an **Agentic AI Operations Engineer**, you will support and operate the Generative AI and Agentic AI solutions that power our enterprise AI platform. Working under the guidance of senior architects and engineers, you will help deploy AI pipelines and agentic applications in production, ensuring they run reliably, securely. This is a hands-on operational role focused on keeping our AI systems healthy and improving.You will report to the Engineering Manager.**Main Responsibilities****Agentic AI Application & Pipeline Operations:*** Deploy, configure, and maintain AI Agents that use Tools and Skills, including supporting MCP clients and servers within established frameworks.* Operate and support Retrieval-Augmented Generation (RAG) pipelines. These pipelines include data ingestion, document processing, and promoting generation (e.g., Azure OpenAI or Gemini embeddings). Additionally, help maintain integrations with vector and NoSQL databases.* Maintain the Azure Infrastructure that supports the AI Agents (Postgres, Redis, Grafana / Monitoring, Kubernetes Services, Application Gateway)* Configure / Maintain a Service Mesh to support the AI Architecture**Monitor & Performance Support:*** Monitor model serving layers and data processing pipelines, identifying and escalating performance issues to maintain low latency and efficient resource use across the cloud environment.* Implement and tune observability (logging, metrics, alerting) and respond to incidents to keep AI services available and reliable.* Implement Grafana Dashboards for the existing infrastructure and usage**Security & Compliance Operations:*** Apply and uphold established security and data governance policies in daily operations, including PII filtering and guarded conversation frameworks.* Support audits and compliance checks for AI products in production.**Infrastructure Automation & CI/CD:*** Use Terraform to provision and manage Azure infrastructure-as-code within existing standards.* Maintain Continuous Integration/Continuous Deployment (CI/CD) pipelines to help automated, reproducible deployments.**The Essentials — You Will Have*** Bachelor's Degree.* English proficiency for collaboration with global teams**The Preferred — You Might Also Have*** Typically requires **3+ years of relevant work experience.*** Be able to work in diverse technical teams and adaptability to changes* Proficient at Kubernetes Clusters Management* Python experience* Hands-on experience deploying, operating, or supporting Generative AI solutions, RAG pipelines, or multi-agent frameworks (any cloud vendor).* 2+ years of experience with a major cloud platform — Microsoft Azure (preferred), AWS, or Google Cloud Platform (GCP).* Experience with MLOps and orchestration tooling such as Docker and Airflow.* Exposure to vector search platforms like Azure Cosmos DB for PostgreSQL, Redis, Azure AI Search, or pgvector/Mongo Atlas.* Experience with observability/monitoring tooling and incident response.* Familiarity with Scaled Agile Framework (SAFe) methodologies.**What We Offer**Our benefits package includes ...* Comprehensive mindfulness programs with a premium membership to Calm.* Volunteer Paid Time off available after 6 months of employment for eligible employees.* Company volunteer and donation matching program – Your volunteer hours or personal cash donations to an eligible charity can be matched with a charitable donation.* Employee Assistance Program.* Personalized wellbeing programs through our OnTrack program* On-demand digital course library for professional development... and other local benefits!*Rockwell Automation's hybrid policy expects employees to work at a Rockwell location at least on Mondays, Tuesdays, and Thursdays unless they have a business obligation out of the office.**We believe that employee diversity is an important element of our common future. We provide opportunities for talent growth with the entire organization. We support equality by celebrating the individuality of every person, regardless of their origin and identity. We appreciate the unique cultural pattern and variety of experiences in each of us. We invite all who want to join and change the world of Our organization.*#LI-Hybrid#LI-JP1Rockwell Automation’s hybrid policy aligns that employees are expected to work at a Rockwell location at least Mondays, Tuesdays, and Thursdays unless they have a business obligation out of the office.