Use when comparing very differently-titled roles for compensation banding, leveling, or organizational design — score each role's inherent Know-How (knowledge, skills, experience required), Problem Solving (complexity and freedom of thinking, scored as a percentage of Know-How), and Accountability (freedom to act and magnitude of impact), because job titles and informal seniority perceptions vary inconsistently across departments and don't provide a comparable basis on their own.