women held only 27.5 percent of jobs nationally across science and engineering fields as of 2010, according to the National Science Foundation. And it doesn't get better as you dig into the data. In engineering, women make up 12.7 percent of the workforce. In healthcare, women make up 69.7 percent of medical and health services managers, but rarely attain chief executive positions.