Update:

After upgrading from Ubuntu 16.04 LTS to Ubuntu 18.04 LTS the download of Electrum 3.3.2 and restoring from seed of my wallet went without problems.

For everyone using Ubuntu 16.04., it's using an older python version making it difficult/impossible to download the newest Electrum version. Upgrade Ubuntu if possible.