Do you have enough Labor Points (LPs) to perform the job? Most quest drops require that. And there are a couple jobs during this part of the quest that you might not meet the requirement for.
To check, simply run your mouse cursor over the job site icon while wearing your best gear. (Remember though...you have to keep the photo equipped)