The narrative of artificial intelligence wiping out entire swaths of the technology workforce is being challenged by on-the-ground evidence from major network infrastructure firms.

A recent profile in Handelsblatt highlights the career trajectory of Dirk Stöckmann, a former coal miner who has worked at Cisco Systems for 25 years.

Irish business group Ibec recently reported that nearly two-thirds of jobs will require significant reskilling due to AI integration.

Stöckmann began as a system engineer in 2001 and later specialized in data center operations, illustrating how technical roles are evolving rather than disappearing.

His experience underscores a broader industry shift where adaptability and continuous upskilling are becoming more critical than static job titles.

This individual case study aligns with recent macro-level research suggesting that the primary impact of AI on the labor market is reskilling, not mass unemployment.

Irish business group Ibec recently reported that nearly two-thirds of jobs will require significant reskilling due to AI integration.