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January 13, 2026

Who do you actually need for an AI transformation?

Job profiles for AI roles almost always ask for the same things: deep ML, a STEM degree, top grades. Understandable, and too narrow. Why the real hurdle is rarely technical.

Voice & brand voice: ichbinsprecher.de ↗

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© 2026 Stefan Margenfeld

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