What skill set or prerequisite domain knowledge do I need to have, in order to become a good automation tester, if I am working on Selenium with C#?

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You only require strong java knowledge and good logic to write code...it will make you successful automation tester.
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If you have already working on C# and have good knowledge on OOPs concepts then you can work with Selenium C# API's to automate the application. You need to start getting to know about Webdriver and start using .NET API and start driving the application.
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