it is done on a case-by-case basis. A lot of people will tell you about the need of a job offer, but I would be prepared to provide a lot of detail.
If you are no longer on any long-term pass in Singapore, then I would watch out for that. I think the official guide says residency may be taken into account, but by the sounds of it a lot of embassies around the world do actually take note of that.