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Our developers usually use Talend (project specific). It’s free and open source for on premise. The cloud version of Talend is expensive though, I think we’re paying ~$20k per user per year.
Depends on the workload. Informatica Cloud will have everything you need, but it's pretty pricey. Snaplogic and Talend are also big players.