A change in PAN jurisdiction may be necessary in situations such as a shift in the taxpayer's permanent address, relocation to another city, or if the taxpayer is dissatisfied with the conduct of the current Assessing Officer due to issues like unprofessionalism. It is important to update the jurisdiction to ensure that tax assessments are carried out accurately.