The speaker looks for exceptional detailed knowledge of a subject, crystal clear communication skills, and the presence of creative hobbies, which they believe indicates a well-rounded intellect. They also emphasize the importance of hiring for personality and training for skills, as the necessary skills for AI jobs may not yet exist.