This dataset supports the study “Adapting Green Skills for Future Workforce Development: A Case Study of Mechanical Engineering Students’ Sustainability Preparedness in Indonesia”. It includes variables related to curriculum, learning methods, student awareness, green skills, and work readiness. The dataset was analysed using machine learning techniques and Principal Component Analysis (PCA). This dataset is intended to support replication and further research in vocational education and sustainability.