"Administer Projects" permission is required to create a default checklist.
Users without required permissions will see "Set default" option disabled with appropriate explanation in a tooltip.
Please note that System Administrators in Jira have access to project administration even if they don't have "Administer Projects" permission. Issue Checklist respects that and allows system administrators to work with all the templates.
Read more about template permissions.