what kind of job/ profession are u looking for? num lin alg is useful to know but i guess you can just read some book, while stoch proc is mandatory to know if u want to be a quant or work with random variables in time. definitely u should know lin algebra, but numerical lin alg is very specific. i think numerical methods in general is more important