ICT Roles المسارات المهنية
Curated occupation profiles with skills, effort estimates, and roadmaps.
AI / ML Engineer
مهندس ذكاء اصطناعيFlagshipBuilds reliable ML-assisted features: clean data, evaluate models honestly, and ship guarded demos — not magic.
Data and AImid440h ≈ 44 weeks at 10h/weekBusiness Intelligence Analyst
محلل ذكاء أعمالBusiness Intelligence Analyst focuses on practical junior-ready skills. Editorial DEMO content adapted for Egypt ICT context.
Data and AIjunior280h ≈ 28 weeks at 10h/weekData Analyst
محلل بياناتFlagshipTurns messy business questions into trustworthy tables, queries, and visual stories that stakeholders can act on.
Data and AIjunior300h ≈ 30 weeks at 10h/weekData Engineer
مهندس بياناتData Engineer focuses on practical junior-ready skills. Editorial DEMO content adapted for Egypt ICT context.
Data and AIjunior400h ≈ 40 weeks at 10h/weekData Governance Analyst
محلل حوكمة بياناتData Governance Analyst focuses on practical junior-ready skills. Editorial DEMO content adapted for Egypt ICT context.
Data and AIjunior300h ≈ 30 weeks at 10h/weekData Scientist
عالم بياناتData Scientist focuses on practical junior-ready skills. Editorial DEMO content adapted for Egypt ICT context.
Data and AImid450h ≈ 45 weeks at 10h/weekGenerative AI Application Developer
مطوّر تطبيقات ذكاء توليديGenerative AI Application Developer focuses on practical junior-ready skills. Editorial DEMO content adapted for Egypt ICT context.
Data and AIjunior320h ≈ 32 weeks at 10h/weekMachine Learning Engineer
مهندس تعلم آليMachine Learning Engineer focuses on practical junior-ready skills. Editorial DEMO content adapted for Egypt ICT context.
Data and AImid460h ≈ 46 weeks at 10h/weekMLOps Engineer
مهندس MLOpsMLOps Engineer focuses on practical junior-ready skills. Editorial DEMO content adapted for Egypt ICT context.
Data and AImid430h ≈ 43 weeks at 10h/week