Step 1: Analyze the nature of each item.
(2) Salary: Quantitative
(3) Years of experience: Quantitative
(4) Age: Quantitative
(1) Highest education: Qualitative (e.g., Bachelor's, Master's)
Step 2: Identify the odd one.
"Highest education" is not measured numerically but rather categorized.