I have same issue, When I right click on SSIS Job and run the package under SQL Agent it says run successfully but it does not download file(s) from FTP nor it loads the data (of course).

But, the SSIS package works fine when I run from the project or execute from Integration Services/Stored Pacakges/File System/[my package name]

Help please!