Bucket Data Fields by Analysis Readiness
Assess whether common pay-equity data fields are ready for analysis, need cleanup, or should not be used.
Place each pay-equity field into its analysis-readiness bucket. Ready for core analysis Needs cleanup or validation Do not use in core model Annualized base pay with source payroll field preserved FTE percentage confirmed against work schedule Current job family from approved architecture Performance ratings from two systems with different scales Job level missing for 8% of employees after releveling Bonus field mixing target bonus and paid bonus Uncalibrated manager potential note Market premium text entered by one recruiter Free-text reason for offer amount
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