Workforce and HR Analytics Optimization

Flashcards covering workforce headcount analysis, attrition optimization, compensation analysis, performance management (PMAO), and HR workflow processes.

Workforce headcount analysis and optimization

The process of ensuring staffing aligns with business goals while avoiding understaffing or overstaffing issues.

Establish Baseline & Data Collection

A step in headcount analysis involving cleaning data from HRIS, Payroll, and Finance to create a singular data source of headcounts, salaries, and attrition rates.

Supply Analysis

The mapping of workforce demographics, skills, and turnover patterns to evaluate internal talent capacity.

Demand Forecasting

The projection of staffing needs based on business goals and modeled scenarios to estimate required headcounts per role.

Gap Analysis

The identification of surpluses and deficits in staffing and skills, categorized into volume shortages, skill gaps, or cost imbalances.

Optimization Planning

A strategy involving recruiting, upskilling, borrowing workers, automating tasks, and managing attrition to optimize the workforce.

Execution & Monitoring (Headcount)

The implementation of plans and tracking of KPIs such as hiring costs and labor costs relative to revenue.

Workforce Attrition Analysis and Optimization

The use of data-driven techniques to understand employee turnover and enhance retention strategies.

EDA & Predictive Modeling

The process of analyzing attrition patterns and building risk scores for employees.

Retain Strategies

Tailored interventions based on analysis used to improve employee retention.

Compensation Analysis

The alignment of pay structures with market standards through strategy definition, data gathering, equity evaluation, and model adjustments.

Equity Evaluation

The assessment of internal pay parity and potential disparities.

Performance Management Analysis & Optimization (PMAO)

A structured approach to enhance business processes consisting of scoping, measuring metrics, analyzing causes, optimizing solutions, and sustaining feedback loops.

HR Workflow Optimization

The streamlining of HR processes by mapping current states, identifying friction points, redesigning workflows, and automating tasks.

Core HR Processes

A set of functions including talent acquisition, onboarding, compensation management, performance evaluations, employee relations, compliance, and offboarding.