| Skill | What to Learn | Practical Use |
| Programming | Python, Java or JavaScript basics | Understand application logic |
| Networking | HTTP, TCP/IP, DNS | Understand communication |
| Web Security | Common web vulnerabilities | Test web applications |
| API Security | Authentication and authorization | Secure API endpoints |
| Linux | Commands and permissions | Work with security environments |
| Secure Coding | Defensive development practices | Prevent vulnerabilities |
| Threat Modelling | Risks and attack paths | Find problems earlier |
| Source Review | Code-level security issues | Identify insecure patterns |
| Stage | Main Focus | What to Build |
| Beginner | Programming + networking | Technical foundation |
| Learner | Cybersecurity basics | Security understanding |
| Practitioner | Web + API security | Hands-on ability |
| Project Stage | Security labs | Practical portfolio |
| Entry Level | Internships/jobs | Real-world exposure |
| Engineer | Application Security | Specialized expertise |
| Advanced | Product/Cloud/DevSecOps | Deeper specialization |
| Role | Main Focus |
| Application Security Engineer | Protecting applications and software |
| Penetration Tester | Authorized security testing |
| SOC Analyst | Monitoring and investigating security events |
| Cloud Security Engineer | Protecting cloud environments |
| GRC Analyst | Governance, risk, and compliance |
| DevSecOps Engineer | Integrating security into development and operations |