Data entry has always been a strongly female occupation. Even sixty years later, data entry workers were 92% female: http://articles.chicagotribune.com/1987-08-02/news/870226065...
It seems concerning that the de-emphasis of data entry in programming in the 1970s and 1980s may have caused the loss of entry-level opportunities for women and help lead to our field's gender imbalance.