I can only invite you to flip through current technical texts in signal processing and go through the thought exercise of defining the envelope of prior knowledge required.
I recommend the IEEE Signal Processing Magazine as it is the flagship magazine from the IEEE Signal Processing Society. IEEE magazine articles are written “to appeal to non-experts as well as experts in the field” [1] and therefore target a broad engineering audience while remaining current and being peer-reviewed.
