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You don’t need to know how to code to be a product manager. This is true for most companies but you may find a small handful that call out that it is a requirement. You will need to learn more about tech though, it would be helpful to learn what kind of people you’ll be working with and what they do. For example you should know the difference between a backend and front end engineer, and it would be helpful to know how a data scientist can help a product a manager.
It depends. A PM’s responsibilities vary by organization. Here is a chart that shows skill sets.
https://www.pragmaticinstitute.com/resources/articles/product/product-management-triad/