Personally, I think financial engineering is good, and the golden key of Wall Street has extremely high requirements for mathematics.
As for master's degree and doctor's degree, even if you apply for doctor's degree, the courses in the first two years are also master's degree courses. I suggest you apply for MS directly.
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