Even though the Amazon SES SMTP-settings-page says to use TLS, the only settings I got WYSIJA work with are those:
SMTP Hostname: email-smtp.us-east-1.amazonaws.com
SMTP Port: 465
Secure Connection: SSL
Authentication: Yes
Let me know if that works for you. I've tried every possible combination. Test environment on Hostgator-server, if that matters.