During the collection of information from individuals for the purpose of conducting a job analysis, why might different people in the same position and same job duties rate certain knowledge, skills, and abilities (ksas) as more important than other ksas?

This would happen because each employee may look at their job from a different perspective. Knowledge, skills and abilities, even when applying for a job, their resumes will have different things written since each applicant comes from a different perspective.