A cohort including all female workers born 1906 through 1945 (n = 413,877) in Finland was identified through the Population Census of Finland of 1970. Incident cases of cancers of the gastrointestinal tract were explored during 1971 to 1995. Job titles in census records were converted to exposures of 31 occupational agents through a job-exposure matrix. For each agent, the product of level and probability of exposures was calculated and subdivided in three categories: zero, low and medium/high. Poisson regression models estimated relative risks (RR) for each agent, standardized for birth cohort, follow-up period, and socioeconomic status. Adjustment at job title level was done for alcohol use for cancers of the esophagus and liver and smoking for pancreatic cancer. The results showing either statistically significant RR at the medium/high level of exposure (RRH) or statistically significant trend (P