From beginner to expert — structured roadmaps with skills, certifications, and salary benchmarks for the most in-demand roles in Cloud, DevOps, AI, and Platform Engineering.
Each path includes a step-by-step roadmap, recommended certifications, and links to free resources on CloudCaptain.
Automate the entire software lifecycle with CI/CD, containers, IaC, and configuration management.
Go deep on the OS that powers every cloud server, container, and AI training node.
Design multi-region, highly available cloud architectures and optimize costs at scale.
Keep the internet running — define SLOs, build observability, lead incident response.
Implement shift-left security, manage IAM, and ensure compliance across cloud workloads.
Build Internal Developer Platforms — golden paths, self-service infra, and developer experience.
Build and operate GPU clusters, ML training pipelines, and LLM serving infrastructure.
Optimize cloud spend for AI/ML workloads — reserved instances, right-sizing, and cost governance.
Match your interests to the right career — like piping commands to find the perfect match.
Pick a path, dive into the resources, and build real projects. Every guide on CloudCaptain is free and open source.