He was not rich at all. His way of thinking was that he didn't have to
find
a job as his savings were enough for 6 more months.
And the reason he didn't take the job was primarily that he was busy
thinking of
a new idea, nuclear chain reaction. The guy went on telling all top
nuclear
physicists not to publish their results, afraid of Hitler getting the
knowledge of atomic bombs.