Slatyer was born in the Solomon Islands and grew up in Australia and Fiji. She studied at Narrabundah College in Canberra, Australia. In 2005, she completed her undergraduate in theoretical physics at the Australian National University, and her doctorate in physics at Harvard University in 2010 under the direction of Douglas Finkbeiner.