Programmatic job advertising

With programmatic job advertising you don't buy a slot on one job board and hope. You give a platform your jobs and a budget, and it pushes them out to a whole network of job boards and aggregators, usually on a pay-per-click or pay-per-applicant basis. Then it watches what happens and shifts money around: more to the sites that bring applicants, less to the ones that don't, and it can pause a job once it has enough.

It makes a lot of sense when you have many vacancies at once, because nobody can manually manage budgets for hundreds of jobs on dozens of sites. But it's only as smart as what you tell it to optimize for. If the goal is clicks or raw applicants, it'll happily find you cheap clicks and cheap applicants, including a lot of people who were never a fit.

So the real setup work is connecting it to what happens after the click. If the platform can see which applicants actually got qualified or hired, it can optimize toward those, instead of toward volume.

Example

A staffing agency with lots of open warehouse roles runs them through a programmatic platform. At first it optimizes for applicants, and the cost per applicant looks great. Then they look at cost per qualified applicant per site, see that two cheap sites barely bring anyone usable, and change the goal so budget follows qualified applicants instead.