Question

I strongly advise you not to.... such an attractive job offer. (turn down, turn over, turn away)

Answer 1

I strongly advise you not to turn down such an attractive job offer. 
Turn down means "to decline".

Answer 2

I strongly advise you not to..turn down.. such an attractive job offer.