I don't think we need ALL the backups. * Last 7 days. * Weekly backups for 4 weeks. * Monthly backups for 12 months. This should reduce our backup size significantly. More backups do not necessarily make it more useful.
This is mostly done now with each job having a limit on how long it stores data.