McConnell credits her high school physics teacher with her inspiration to study science. She studied optoelectronics and laser physics at the University of Strathclyde, where she was taught by Carol Trager-Cowan. She remained there for her graduate studies, earning a PhD in laser technology under the supervision of Allister Ferguson in 2002. She was the first member of her family to go to university.