Green’s Dictionary of Slang

ginger n.2

also ginger-cake, gingerer, ginger girl
[? on model of orig. meaning of tart n. (1), one who is ‘sweet’, she also offers the ‘spiciness’ of ginger]

1. (UK Und.) a young woman; poss. as sense 2.

[UK]Leaves from Diary of Celebrated Burglar 52/1: I feel mysen bloody awful ‘sweet’ on that thee-ir ‘ginger’.
[UK]E. Pugh Spoilers 71: All right, my pretty ginger-cake. Ain’t she hot, Bill?
[Aus]Sydney Sportsman (Surry Hills, NSW) 14 Jan. 3/3: If a red-hot piece of ginger / Like she are, do feel that way [etc].

2. (Aus.) a prostitute who robs her customer of his wallet.

[US]Trimble 5000 Adult Sex Words and Phrases.
[US]B. Rodgers Queens’ Vernacular 159: Ginger (fr pros sl) a dishonest prostitute.
[US]Maledicta IX 148: The compilers ought to have looked farther afield and found: [...] ginger girl (U.K., robs the clients).

3. (Aus.) the act of robbing a prostitute’s client; thus gingering joint, a brothel where such practices are common.

[Aus]cited in G. Simes DAUS (1993).
[Aus]S.J. Baker in Sun. Herald (Sydney) 8 June 9/2: Most of these are small-time criminals. When they are pulled in by the police, often enough it is because they have [...] ‘done a ginger,’ ‘tickled a peter’ or ‘worked a standover,’ all of which describe various forms of theft.
[UK]Partridge DSUE (8th edn) 484/2: since ca. 1930.

In phrases

work a ginger (v.)

(Aus.) of a prostitute and her accomplice, to rob her customer.

[UK]J. Morton Lowspeak.