Agentic AI Engineer
Rockwell Automation23 hours ago
Medellín, ColombiaMid Level
Responsibilities
- Deploy, configure, maintain, and operate AI agents using tools and skills, including MCP clients and servers within established frameworks.
- Operate and support RAG pipelines involving data ingestion, document processing, embeddings, and integrations with vector and NoSQL databases.
- Maintain Azure infrastructure supporting AI agents, including Postgres, Redis, Grafana monitoring, Kubernetes services, and Application Gateway.
- Configure and maintain a service mesh supporting the AI architecture.
- Monitor model-serving layers and data-processing pipelines, identify and escalate performance issues, and maintain low-latency and efficient cloud operations.
- Implement observability through logging, metrics, alerting, and Grafana dashboards, and respond to incidents to maintain service availability and reliability.
- Apply security and data-governance policies, including PII filtering and guarded conversation frameworks, and support production audits and compliance checks.
- Use Terraform to provision and manage Azure infrastructure as code and maintain CI/CD pipelines for automated, reproducible deployments.
Requirements
- Bachelor’s degree.
- English proficiency for collaboration with global teams.
- Typically 3+ years of relevant work experience.
- Ability to work in diverse technical teams and adapt to change.
- Proficiency managing Kubernetes clusters.
- Hands-on experience deploying, operating, or supporting Generative AI solutions, RAG pipelines, or multi-agent frameworks on any cloud vendor.
- At least 2 years of experience with a major cloud platform: Microsoft Azure, Amazon Web Services, or Google Cloud Platform.
- Experience with MLOps and orchestration tools such as Docker and Airflow.
- Exposure to vector search platforms including Azure Cosmos DB for PostgreSQL, Redis, Azure AI Search, pgvector, or Mongo Atlas.
- Experience with observability and monitoring tools and incident response.
- Familiarity with Scaled Agile Framework methodologies.
Benefits
- Comprehensive mindfulness programs with a premium Calm membership.
- Volunteer paid time off available after 6 months of employment for eligible employees.
- Employee volunteer and donation matching program.
- Employee Assistance Program.
- Personalized wellbeing programs through the OnTrack program.
- On-demand digital course library for professional development.
- Hybrid work policy requiring work at a Rockwell location at least Mondays, Tuesdays, and Thursdays unless there is a business obligation outside the office.
Tech Stack
Categories
About Rockwell Automation
Rockwell Automation builds industrial control hardware and factory software for manufacturers, and sells services and systems to design, operate, and maintain automated plants. Its Allen-Bradley controllers, drives, and safety products pair with FactoryTalk software and MES to support discrete and process industries. Founded in 1903 and headquartered in Milwaukee, it is a public company on the NYSE (ROK) with global sales, partners, and OEM customers.