The graph in the article linked by the OP plots the number of women majoring in computer science (and another three fields). Unless "computer science" meant something radically different in the '70s and early '80s than it does today, or secretaries' roles included coding algorithms and data structures in PDP assembly, then no, those were not secretaries, but computer scientists.