I don't think he can be nailed down to Marxism or any other -ism. He seems to be part of a eclectic gang of economists that find insight and inspiration everywhere, by simply putting reality ahead of thought models.
Marx was writing when it wasn't even called economics. Hayek was fine with empiricism, you may be thinking of his later followers Rothbard and von Mises.