I view having the developer skills as more of a prereq for the job and not really a bonus, but that's just my inexperienced opinion. All I know is that I'd be plenty happy with $150k working remotely, I'm currently making about half that as a full stack dev remotely.

The incentive for me would be that I'd vastly prefer a security job over making CRUD web apps all day. So I'd take the job even at a pay loss.