The correct gender-neutral translation for “cleaner” in German is “die Putzkraft”, which is female, because Kraft (force) is female, basically a “policeman” vs. “police officer” kind of situation. “Reinigungsfachkraft” in case you want to emphasise their occupational degree. Persons, too, are all female while members are neuter.