GenAI Cloud & DevOps Engineer

Weekday 1; United States; On-site; USD 214,906,000 - 315,195,000; Full time

Job summary

Weekday 1 is seeking an experienced Cloud / DevOps Engineer (Infra & IaC) to contribute to a cutting-edge GenAI environment. The role focuses on building and improving large-scale AI training and inference infrastructure with Kubernetes, AWS, and IaC tooling.

You will drive realistic tasks, reference solutions, and evaluation frameworks for production-grade cloud infrastructure, CI/CD pipelines, and reliability practices, ensuring high-quality outputs for AI systems.

Qualifications

• 4+ years of professional experience in Cloud Infrastructure, DevOps, SRE, Platform Engineering, or related field.
• Hands-on experience managing Kubernetes in production environments and diagnosing outages.
• Proven production experience with Infrastructure-as-Code (Terraform and/or AWS CDK).
• Strong knowledge of AWS services and production integrations (Lambda, API Gateway, DynamoDB).
• Experience designing and maintaining CI/CD pipelines for production workloads.

Responsibilities

• Collaborate with research and engineering teams to identify knowledge gaps and improve AI model performance across cloud infrastructure, DevOps, Kubernetes, and IaC domains.
• Design tasks covering Kubernetes troubleshooting, AWS service integration, infrastructure automation, and production operations.
• Develop reference solutions for complex infrastructure engineering scenarios.
• Review AI-generated technical solutions for correctness, reliability, and production readiness.
• Provide structured feedback highlighting gaps and opportunities for improvement.
• Create evaluation criteria, rubrics, and benchmarks for Kubernetes, IaC, and CI/CD reasoning.
• Develop scenarios involving cluster failures and deployment workflows.
• Maintain consistency and quality across evaluation datasets with SMEs.
• Translate production experience into structured guidance to improve AI models.

Skills

Kubernetes in prod

Terraform

AWS CDK

AWS cloud services

CI/CD

Observability

Tools

Terraform

AWS CDK

Job description

Weekday 1 is seeking an experienced Cloud / DevOps Engineer (Infra & IaC) to contribute to a cutting-edge GenAI environment. The role focuses on building and improving large-scale AI training and inference infrastructure with Kubernetes, AWS, and IaC tooling.

You will drive realistic tasks, reference solutions, and evaluation frameworks for production-grade cloud infrastructure, CI/CD pipelines, and reliability practices, ensuring high-quality outputs for AI systems.