Beginners often face challenges such as a lack of programming skills, understanding the complexities of automation tools, difficulty in identifying processes suitable for automation, managing expectations regarding the benefits and limitations of automation, staying updated with rapidly changing technologies, dealing with the integration of different systems, and facing resistance to change within an organization.