Hiring signals usually appear earlier than posted positions on job boards, and in theory can let candidates reach employers before positions are made public, thereby avoiding competition from massive application volumes, but they suffer from high noise and uncertain inference, so they are better suited as a basis for ranking and prioritizing candidate companies rather than being directly equated with an open position to apply for.