Personally I would order a pair of JJ 12au7 from somewhere like Tube Depot. Pay a few dollars for matched tubes plus screened for noise and you will either solve the problem or at least be sure it’s not the tubes.
Could be loose tube sockets. You can gently re-tension them and sometimes that solves the problem.
Good luck