Why is prime hard to find?

Could you elaborate on why finding prime numbers is considered a challenging task? Are there specific mathematical complexities or computational hurdles that make the process difficult? Additionally, what makes prime numbers so significant in the realm of cryptography and finance, where their scarcity and uniqueness seem to play a pivotal role? Understanding the intricacies behind their rarity could provide valuable insights into their applications and importance.