Answer:
Yes, you would.
Step-by-step explanation:
Prime Minister is a title. Other titles like this include President, King, etc. Titles like these are capitalize. You capitalize the king in King Henry VIII or you capitalize president is President Trump. You would do the same with prime minister. For example, you would say Prime Minister Johnson.
Have a wonderful day! :D