I don’t think it is a bad time to start your job search, particularly because not all industries are being hurt as bad during the pandemic. For example, some tech companies are doing better than before the pandemic. I know most people can’t simply pivot into a tech role at a top tech company, but there are jobs still out there that are currently available.
You should never give up on your job search! Unless you are ready to retire!