Clarke first appeared in the 2011 British action television series M.I. High. Her debut film role came out in 2012 epic musical drama film Les Misérables, where she performed the song Lovely Ladies.
Her first major role came out as Young Emmeline in James Kent's 2013 drama film The Thirteenth Tale alongside Olivia Colman and Sophie Turner.
