Curious observation: When I open your pdf in Acrobat, I can't see layers, but when I open it with Affinity Designer 2, I do see layers.
This is different behavior from my recent PDF, which I generated in Affinity Designer 2, following the specific instructions in Graphic Assets post by @Brett...