Training Module
Data Analysis & Market Benchmarking
Mean, median, quartiles, min/max, response rate, and market interpretation.
Key Focus Areas
- Define terminology, scope, and the total rewards lens.
- Apply structured data definitions for consistent benchmarking.
- Strengthen matching confidence for accurate comparisons.
- Validate survey data for completeness and reliability.
Practice Tasks
- Review sample job matches and assign confidence ratings.
- Map salary elements and benefits to standardized definitions.
- Document data issues and resolution actions.
- Interpret a sample salary table and discuss market position.
Module 5
Data Analysis & Market Benchmarking
Once data has been collected and validated, the next step is to analyze it. This module shows how to convert compensation data into meaningful market insights and determine pay positioning.
What You Will Learn
- How to calculate and interpret salary statistics.
- How to use mean, median, and quartiles appropriately.
- How to read salary distributions and ranges.
- How to benchmark internal pay against market data.
- How to translate analysis into positioning decisions.
What You Will Produce
Salary Benchmark Analysis
By the end of this module, you will produce a salary benchmark analysis with key statistics, market comparisons, and initial pay positioning insights.
Lessons
Introduction to Compensation Data Analysis
Open lessonUnderstand how analysis turns validated data into market insights.
Mean, Median, and Why They Differ
Open lessonInterpret central tendency and avoid misleading averages.
Quartiles and Salary Distribution
Open lessonUse LQ, median, and UQ to understand market ranges.
Market Benchmarking and Pay Positioning
Open lessonCompare internal pay to market data and choose positioning.
Interpreting Results and Drawing Insights
Open lessonTranslate analysis into clear, decision-ready insights.
Module Output
Salary Benchmark Analysis
Summarize key statistics, market comparisons, and initial positioning insights for your benchmark jobs.
Reviewer Note Panel
Reviewer status: Draft
Focus on whether the learner has built a strong conceptual foundation for real survey work.
Module Completion
Module 5 Completed
You have analyzed your survey data and developed insights into market compensation levels. You are now ready to build a professional salary survey report and provide recommendations.