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You need to understand the application/ infrastructure design and how it works and potential vulnerabilities. Within the next 10 years, most actual pentests will be exectued by AI as AI is actually well suited for it with the human operator driving the strategy the AI will use to execute the pentest.
You need to know that for the most part pen testing is seen as a necessary hurdle for most business projects to clear to get through a stage gate. Your work will often be something that hinders the business achieving its goal and so most of your clients will do their utmost to ignore and belittle any risks you identify as they see no value in what you will produce.