Time Series Forecasting

Project future workforce metrics using historical patterns.

• What headcount will we have next quarter?
• What hiring volume should we plan for?

• Clean employee event history
• Consistent definitions
• Adequate sample size

ARIMA, exponential smoothing, or ML forecasts on consistent time series.

Forecast quarterly hiring needs using trailing req volume and fill rates.

Forecasts support budget and recruiter capacity planning.

Structural breaks from M&A or policy shifts degrade accuracy.