An early place where the OP dropped
the ball:<p>> and some good experience manipulating continuous functions and their derivatives.<p>Nope. If a function is differentiable, then it
is continuous, but continuity is not
sufficient for differentiability. So,
we can't talk in general about the
derivatives of continuous functions.<p>E.g., each sample path of Brownian
motion is almost surely differentiable
nowhere.<p>Just f(x) = |x| is continuous but not differentiable
at x = 0.<p>Maybe the OP advice is okay in England, but
here in the US I would advise people
wanting to learn to f'get about the OP
and get better advice.<p>For job opportunities in <i>quantitative
trading</i>, I tried that on Wall Street
here in NY, and got nowhere.
I came with a Ph.D. from a world-class
US research university with my
dissertation research on stochastic
optimal control, which should have
put my resume near the top of
any stack. My favorite prof was
a star student of E. Cinlar at
Princeton and, thus, about the
best there is for mathematical
finance. I came with a long,
solid background in software,
peer-reviewed publications in
mathematical statistics, optimization,
and artificial intelligence.<p>I had a good background in
second order stationary stochastic
processes, power spectral estimation,
and the fast Fourier transform --
no interest.<p>Got nowhere. That was before I
heard about James Simons.<p>One interview was by a guy who
recruited for Goldman Sachs, and
he didn't have a clue about
my background.<p>Another interview was at Morgan
Stanley: The interview was in
their computer group, but
I indicated that I'd like to
get into quantitative trading --
they acted like they had never
heard of any such thing.<p>I got the impression that only
a very tiny fraction of the people
on Wall Street had good backgrounds
in measure theory and stochastic
processes based on measure theory,
that my resume never got in front
of any such person, and that
the other people didn't know
measure theory, anything about
Brownian motion, power spectra,
time series analysis, etc.
and were looking to hire people
like themselves.<p>Candidate Lesson: Study all the
math you want, but don't expect
Wall Street to be interested.