Gen Z Faces "AI Guilt" as Demand for AI Skills Grows in the Workplace
A new workplace trend is emerging among Gen Z employees: "AI Guilt" — a state in which younger workers see AI literacy as essential to their careers, yet do not feel they have clear permission to use the technology openly at work. New research from Employment Hero, the global AI-powered employment platform, finds that 50% of Gen Z workers feel guilty using AI to produce work, while 52% say using AI for parts of their job feels like cheating.
The findings come from Employment Hero's latest global study, The AI Paradox at Work, which examines AI adoption and attitudes among small businesses and their employees. The lack of clear workplace norms is already fuelling "shadow AI": 42% of Gen Z workers use AI without their employer's knowledge, and the same proportion often present AI-generated work as their own.
"In workplace situations, AI can feel like my dirty little secret."
— Ria Kaur, University Student & JobseekerA Generation Racing to Up-Skill
Despite the unease, the data paints a picture of a generation eager to learn. 81% of Gen Z workers have taken it upon themselves to learn AI skills through social media, and 58% say they feel positive about AI playing a bigger role in their working lives, compared with just 25% who say they are worried. The question is not whether young workers want to use AI — it is whether they feel permitted to use it openly, safely and in a way that builds confidence rather than guilt.
Employers are moving quickly too. Nearly two-thirds (64%) of UK employers say AI has changed what they look for when hiring, with AI skills now ranking among the top attributes sought in candidates. Meanwhile, 37% of UK workers say entry-level roles now specify AI knowledge — yet 23% do not feel their own skills are sufficient to compete in an AI-driven job market. Kaur attributes much of the guilt to a lingering stigma that paints younger generations as lazy or unfamiliar with "real work", a perception she says grows stronger inside the workplace.
"AI shouldn't feel like cheating. It should feel like using any other tool."
— Kevin Fitzgerald, UK Managing Director, Employment HeroClosing the Permission Gap
According to Fitzgerald, there is a real contradiction facing young workers: they are told AI skills will be critical to their careers, and many are enthusiastic about building them — yet they still feel guilty when they actually use the tools. When half of Gen Z feel guilty using AI at work and more than four in ten do so without their employer's knowledge, he argues, it shows that workplace norms have not yet caught up with employee behaviour.
The risk of inaction is clear. Without transparent guidance, employees will keep learning in the shadows — making it harder for businesses to understand AI's true impact, manage risk and support skills development. The opportunity, Employment Hero argues, is to bring AI into the open: give employees clear permission and clear guidelines, build trust through transparency, and help an entire generation use AI with confidence instead of guilt.
"AI Guilt" is real. Half of Gen Z workers feel guilty using AI to produce work, and 52% say using AI for parts of their job feels like cheating, per Employment Hero's AI Paradox at Work study.
Shadow AI is spreading. 42% of Gen Z employees use AI without their employer's knowledge, and a similar share often present AI-generated work as their own.
Gen Z is self-training. 81% have taught themselves AI skills via social media, and 58% feel positive about AI becoming a bigger part of their working lives.
Employers now demand AI skills. 64% of UK employers say AI has changed their hiring criteria, and 37% of workers report that entry-level roles now specify AI knowledge.
Clear permission is the fix. Shadow AI is a symptom of unclear governance — businesses need explicit guidelines and open cultures so young workers can use AI confidently, not covertly.