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Strangeattractor has made many excellent points here. Let me add a bit:
StackOverflow has the most detailed data I've seen on features that make software jobs satisfying: http://stackoverflow.com/research/developer-survey-2016#work
The city you work in affects the salary pool that companies compete against with their offers. San Francisco, New York, and Seattle are much higher paid than other cities, and the USA is much higher paid than any other country. Big companies also pay more.
Lastly, apply to many companies simultaneously. If you have 2 or more offers, you can negotiate by telling each company "match or beat the other company". This can lead to enormous increases in compensation. E.g.: http://haseebq.com/farewell-app-academy-hello-airbnb-part-ii/