This is frequently repeated but rarely with supporting data. Programming work during the 70s and 80s, during which women's representation in programming reached its peak, was well paid. According to the BLS entry level salaries were $20k for the lowest level of "computer programmer" and $40k for the highest. Entry level "systems analyst" is listed with $28k salary [1]. The current BLS statistics for computer programmers does not break down by seniority, but lists an average annual income of $90k [2]. Adjusted for inflation, and the salaries are pretty similar. In Silicon Valley, entry level salaries above $100k are common but this is not replicated nation wide.

1. https://www.bls.gov/opub/mlr/1985/10/rpt1full.pdf

2. https://www.bls.gov/oes/current/oes150000.htm