To describe training given and training desired and to assess the relation between training and perceived hard working conditions as experienced by female staff working in direct contact with the elderly in nursing homes. A transverse descriptive study was conducted with the involvement of 78 occupational physicians, and included staff in 105 nursing homes in the Rhône-Alpes Region of France. Data on training received during the previous 5 years and on training needs were collected from staff by self-administered questionnaire. 1,446 nursing assistants, 667 housekeepers and 348 nurses were included. The most frequent form of training during the previous 5 years was in handling. Staff most frequently desired training in palliative care and psychological approaches to residents. Part-time workers had less frequently had training during the previous 5 years. Staff with daytime hours significantly more often had training in the reception of and activities for the elderly and in hygiene than did night-staff. Almost half of respondents reported very hard working conditions related to physical handling of residents or to the physical deterioration of elderly persons. More than two-thirds reported very hard working conditions related to death. In all occupational categories, respondents who had had training in palliative care less often reported experiencing very hard working conditions related to death. Better adaptation of the training offer to the needs expressed by employees could improve the experience of working conditions in nursing homes. A longitudinal study could assess the impact of training in palliative care on reported hard working conditions related to death.