Eilish is a PhD student under the supervision of Simon Ho and Maurizio Rossetto (Royal Botanic Garden Sydney). She is also a Scientific Officer at the Botanic Gardens of Sydney.

Eilish holds a Bachelor of Advanced Science with Honours, majoring in biology from the University of Queensland.