Bridgewater Portfolio Associate interview

Luckily the hiring gets resumed after the internal restructuring..... Does anyone have insights on the Portfolio Associate role at Bridgewater (Portfolio construction team more specifically) Not sure how is this role different from Investment engineers…… Expecting the upcoming round which would be several “case interviews” - would appreciate it if anyone could share some tips how should I prepare for this! Any other comments about this role are also welcomed - thanks!!!