The duo, who have previously worked together in 'Listen Up Philip', will reunite on the psychological thriller, according to The Hollywood Reporter.
The film will centre around two women who escape from their busy lives to a remote beach house.
Realising how far apart they have drifted, they begin to fall victim to their individual paranoias.
'Drinking Buddies' filmmaker Joe Swanberg is producing the film.
Moss, 32, most recently starred in 'Listen Up Philip' and 'The One I Love'.
She also signed up for 'Meadowland'. 'Queen on Earth' is yet to announce a release schedule.
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