It paid to be a hardware engineer in 2025, according to data from Levels.fyi—largely because of the desire among companies for AI-powered operations. The increasing use of AI and automation requires professionals who can support a growing demand for the custom GPUs, chips, data centers, and other hardware connected to IT infrastructure. “There’s a huge demand for AI/ML infrastructure,” Levels.fyi co-founder Zuhayeer Musa said, adding that the hardware profession—which has perhaps taken a back seat to software roles in recent years—is seeing a “resurgence.” Surging on.—BH |