Technology & Software
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Software development, IT infrastructure, cybersecurity, data science, and emerging technologies.
Key Skill Categories
Skill categories are being mapped for this industry.
Sub-Specializations
Frontend Development
HTML, CSS, JavaScript, React, Angular, Vue.js, responsive design.
Min L1
Roles: Frontend Developer, UI Developer, Web Developer
Backend Development
Server-side programming, APIs, databases, system architecture.
Min L2
Roles: Backend Developer, Software Engineer, API Developer
Data Science & AI
Machine learning, statistical analysis, data visualization, NLP.
Min L3
Roles: Data Scientist, ML Engineer, Data Analyst
DevOps & Cloud
CI/CD, containerization, cloud platforms, infrastructure as code.
Min L2
Roles: DevOps Engineer, Cloud Engineer, SRE
Cybersecurity
Network security, ethical hacking, compliance, threat analysis.
Min L2
Roles: Security Analyst, Penetration Tester, CISO
