Jenkins with --enable-future-java job fails java.lang.IllegalArgumentException: Unsupported class file major version 58

Question

I am trying to run jenkins with a newer version of the JDK as the jenkins-plugin-manager suffers from a bug in JDK 11 which prevents it from resolving HTTPS URLs: JDK 11 SSL Err