Certificates can be downloaded from Octopus to your local machine. The certificate may be exported in any of the supported file-formats, or exactly as it was originally uploaded.

Private-keys
If the certificate includes a private-key, then user requires the Export certificate private-keys permission to download the certificate in a format which includes the private-key.
Exporting a certificate with a private-key will be audited.