Administrative and service roles, predominantly held by women, face the highest risk of automation. These sectors are more susceptible to generative AI integration than technical fields. The shift threatens to widen the gender employment gap. Practitioners must prioritize upskilling in AI literacy to mitigate these specific sectoral risks.