GenAI Cloud & DevOps Engineer (Infra & IaC)

Devopsroles; United States; Remote; USD 103,000 - 152,000; Full time

Job summary

Devopsroles is seeking an experienced Cloud/DevOps Engineer (Infra & IaC) to contribute to a GenAI environment focused on building and improving large-scale AI training and inference infrastructure.

The role requires hands-on Kubernetes, AWS, IaC, and CI/CD expertise, with 40 hours per week. You will design reference solutions, evaluate AI-generated outputs, and help establish standards for cloud and DevOps practices.

Qualifications

• 4+ years of professional experience in Cloud Infrastructure, DevOps, SRE, Platform Engineering, or closely related field.
• Hands-on Kubernetes production experience; diagnose, troubleshoot and resolve cluster failures.
• Proven experience with Infrastructure-as-Code, particularly Terraform and/or AWS CDK.
• Strong practical knowledge of AWS cloud services (Lambda, API Gateway, DynamoDB).
• Experience designing, implementing, and maintaining CI/CD pipelines for production workloads.
• Solid understanding of cloud architecture, infrastructure automation, deployment strategies, observability, reliability, and operational best practices.
• Career progression with increasing ownership in infra, DevOps, or platform engineering.

Responsibilities

• Collaborate with research and engineering to identify knowledge gaps and improve AI model performance across cloud infrastructure, DevOps, Kubernetes, and IaC domains.
• Design realistic and technically challenging tasks covering Kubernetes troubleshooting, AWS service integration, infrastructure automation, and production operations.
• Develop accurate, detailed reference solutions for complex infrastructure engineering scenarios.
• Review and evaluate AI-generated technical solutions for correctness, reliability, scalability, security, and adherence to production best practices.
• Provide clear, structured written feedback highlighting technical gaps, incorrect assumptions, and opportunities for improvement.
• Create detailed evaluation criteria, rubrics, and benchmarks for assessing Kubernetes troubleshooting, IaC architecture, AWS integrations, and CI/CD reasoning.
• Develop scenarios involving cluster failures, infrastructure automation, deployment workflows, service integrations, and operational reliability.
• Work closely with other technical subject matter experts to maintain consistency, accuracy, and quality across evaluation datasets.
• Translate practical production experience into structured guidance that can be used to improve AI-generated infrastructure solutions.

Skills

Kubernetes prod

Terraform

AWS CDK

AWS services

CI/CD pipelines

GitOps

Observability

Job description

Devopsroles is seeking an experienced Cloud/DevOps Engineer (Infra & IaC) to contribute to a GenAI environment focused on building and improving large-scale AI training and inference infrastructure.

The role requires hands-on Kubernetes, AWS, IaC, and CI/CD expertise, with 40 hours per week. You will design reference solutions, evaluate AI-generated outputs, and help establish standards for cloud and DevOps practices.