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الدرس 9 · صف 9+
Careers of the future: who builds AI
📖 الدرس
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🎯 اختبار — اختر الترجمة
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✅ أُنجز الدرس
The AI industry is a chain of professions: data scientist (analyzes data), ML engineer (builds models), data engineer (prepares data), prompt engineer (teaches models to respond), AI ethicist (watches fairness), MLOps (keeps systems running). Entry: computer science + maths, skills via courses and projects — portfolio decides.
- ●Data scientist: Python + statistics + visualization
- ●ML engineer: deep learning + maths + frameworks
- ●Entry: junior data/ML ~50–65k € in Germany
🔗 The path is already there: our IT lessons (Python, data, Git) → the University subject → CS degree → ML specialist.