The numbers come first. LinkedIn data shows millennials account for 60% of new hires for head of AI jobs and 56% of technical new hires, with a median salary of $236,000 for head of AI roles. The typical AI job now pays a median salary of $177,000, more than double the $80,000 median for non-AI roles.
The report also shows a sharp split in who is getting access to those jobs. Women make up just 20% of head of AI hires, 26% of director of AI hires, and 18% of technical staff hires. Over 95% of the new hires for head of AI, AI director, and technical staff roles hold a bachelor’s degree or higher.
LinkedIn said higher education can result in roughly $52,000 more in median pay. Workers without four-year degrees, along with women, are being consigned to lower-paying roles with lower barriers to entry, such as data annotation.
Gen Z is also part of the story. Workers aged 22 to 27 had an unemployment rate of 7.2% in June, compared with 4.1% overall, according to the report. Yet LinkedIn’s data shows Gen Z workers make up more than two-thirds of new hires for two high-demand individual contributor roles in tech: forward deployed engineer and AI engineer. Those roles pay median salaries of $199,000 and $166,000.
LinkedIn analyzed platform data to identify the 12 fastest-growing AI jobs and the age of workers being hired. The report says newer AI roles may be a 'strong entry point' for younger workers, even as the broader job market remains weak for them.
There is a larger market lesson here. Capital rewards clear rules, scarce skills and measurable output. The AI boom is not handing out equal outcomes; it is paying a premium for formal education, technical leverage and the ability to deliver.
But the concentration matters. When access to the best-paying jobs narrows around credentials and gender, the market still functions, yet the benefits are not evenly shared. For free enterprise to keep its legitimacy, it has to keep producing upward mobility, not just higher pay at the top. The market has already voted for AI talent. The question now is whether the pipeline stays open enough for the next wave to enter.
