TECHNOLOGY CAREERS · 2026 Cloud, DevOps and AI are reshaping technology careers The work now spans code, infrastructure, delivery and intelligent applications. 01 · THE FULL JOURNEY Modern technology work spans the full journey from code to production Three connected layers shape how technology is built, delivered and improved. AI Enhancements Pattern recognition, prediction, content generation DevOps Layer Collaboration and automation between dev and ops Cloud Infrastructure Computing, storage, networking, deployment 2 02 · CLOUD FOUNDATIONS Cloud turns infrastructure into a platform students can experiment with Core building blocks Computing, storage, databases and networking. Why it matters Applications can be deployed and resources managed according to demand. Career reach Software development, IT operations, data engineering and AI deployment. 3 03 · DELIVERY SYSTEMS DevOps makes software delivery a repeatable system Each stage turns a manual handoff into a visible, testable path. 01 Track Changes with version control such as Git. 02 Automate Build, test and deployment with CI/CD workflows. 03 Package Applications consistently with containers. 04 Operate Infrastructure through code and monitor performance in production. TAKEAWAY Reliable delivery is designed as a system, not improvised release by release. 4 04 · AI FOUNDATIONS AI applications depend on the same foundations as every reliable system Useful AI needs Data, computing resources, software tools and ongoing evaluation. Cloud supports Storage, compute and deployment for AI workloads. DevOps supports Testing, monitoring, updates and releases for AI-enabled software. Fundamentals remain AI complements programming, networking, security and software fundamentals; it does not replace them. 5 05 · LEARNING PATH The strongest learning path builds one layer at a time Start with the fundamentals, then add the systems that make applications dependable. 01 Programming fundamentals Write, read and debug code; use Python as a practical starting point. 02 Operating systems and networking Linux, IP addresses, DNS, servers and application communication. 03 Cloud fundamentals Compute, storage, networking, identity and access control. 04 Automation, AI/data, security and monitoring Extend the foundation into modern delivery and intelligent applications. 6 06 · EVIDENCE OF ABILITY Projects turn connected concepts into evidence of ability Deploy a cloud-hosted website Learn hosting, permissions and monitoring. Build an automated deployment workflow Use version control and CI/CD. Containerize a small application Configure its environment. Serve a simple model Serve a simple prediction or classification model through a web application. 7 07 · PROJECT SCORECARD A good project documents the decisions behind the result The artifact matters, and so does the reasoning a reviewer can follow. 01 Record the problem solved and the tools used 02 Show how the work was tested, monitored and secured 03 Document the work Explain what you would improve next. 04 Check cloud pricing before creating resources Avoid unexpected costs. 8 08 · CAREER DIRECTIONS One foundation can open several career directions The same connected skills can lead into different kinds of technology work. Cloud support or cloud operations Junior cloud engineering DevOps or deployment support Software development with cloud technologies, data engineering or AI application development 9 09 · NEXT SKILL Choose the next skill by following the work you want to do Let the direction of the work determine the next layer to build. Work you want to do Follow with Infrastructure Networking, security and cloud operations Automation Scripting, containers and deployment workflows AI Python, data, application development and cloud hosting Career evidence Review job descriptions and build projects that demonstrate the relevant skills THE PRACTICAL LOOP Follow the work. Build the layer. Show the evidence. 10 Explore: 11