Preferably:
- The book should not be fixated upon the "standard/popular" accounts of the Greeks (which usually begin with Pythagoras, move on to Euclid and Aristotle, and end with Hypatia).
- The book should be more concerned with achievements over the past 500 years.
- The book should be aimed at an audience of mathematicians or mathematics students.
Stillwell's Mathematics and Its History is an excellent book that fits your description perfectly. See my review.