Expected response code "250" but got an empty response

We're experiencing Symfony\Component\Mailer\Exception\TransportException - Expected response code "250" but got an empty response from queued jobs when sending email using Amazon SES. This happens randomly appears to cause some of the emails to stop sending once the initial error occurs. Restarting the queue worker fixes it but inevitably the problem re-occurs again.