Is there any correlation between the date that the position is posted and your interview?

E.g. Position was posted on Mindef website on 1 Aug > you apply immediately > scheduled for test ~3-4 weeks later > interview ~1 month later
Which means HR takes ~2 months to aggregate candidates for that position before mass interviews?