AFAIK the EU Parliament cannot even propose legislation. The unelected Commission holds that power.
So we have Commissioners who are appointed by elected governments (in much the same way that the UK government appoints ministers, that's one level of indirection away from the voters) and are approved by directly-elected MEPs (assuming that the UK's shambolic turnout rates for EU elections mean the MEPs are actually directly-elected, since most people don't seem very interested). So the Commission is, what, half a level of indirection away from the voters? And they're directed by the governments they represent to adopt certain positions and advocate for what is in their government's interest.
So, yeah. We don't directly elect the Commissioners, but we don't directly elect the Chancellor of the Exchequer either.