This study investigates the effect of job stress and job dissatisfaction on employees during crisis. Primary data is collected through a random sample of 172 employees in Greece’s private and public sectors using two stage cluster sampling. Relying on this sample and the collected variables, we model for the first time a number of qualitative variables as features which represent crisis (especially stress and dissatisfaction but also migration, reprioritizing and behavioral changes).