2020 taxes 1099 contractor

I will be starting a new position in January. My status will be 1099 contractor (independent). I know I will need to set aside for self employment tax. I'm wondering how much I should set aside. I will be paid $50/hr  for 40 hours. I'm planning on setting aside around 35-40%. Is that a reasonable amount. Also when are the quarterly payments due.

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