CARIAD SE

Hiring quality verdict.

Volkswagen's software subsidiary entered 2024 with approximately 5,000 employees and exited with approximately 3,000 — a restructuring that eliminated headcount from an over-scoped original mandate and refocused the unit on production delivery of the infotainment, ADAS, and connected-services stack across VW, Audi, and Porsche platforms. Remote-EU hiring is CARIAD's primary mechanism for ML talent acquisition in 2026, with the Berlin–Warsaw corridor accounting for the majority of net engineering additions; the company cannot compete on total comp with frontier labs but offers a defined product mission and strong automotive hardware access for engineers building applied embedded AI.