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“Right now, when most organizations model GLP-1 coverage, they find a net cost increase, not a savings,” Midlam said.

“HR platforms are becoming more holistic and predictive to help leaders not only manage compliance but anticipate talent needs, model compensation strategies and continuously update benchmarks based on real-time data.” — Ruth Thomas, senior VP of marketing, Payscale ‘A Different Approach Than Traditional Corporate Hiring’ Also in September, talent acquisition software provider iCIMS acquired Apli , an AI-powered recruiting company.

In the old model, where compensation and benefits were together outside of the U.S., we were creating a lot of unnecessary noise and redundant work.

This process required subjective judgment even when quantitative selection models were used.

A computer model was utilized to match the relativity of points with the relativity in the salary market and to portray the relationship between points and pay with a linear trend.

The challenge of using a matrix is to ensure cost modeling can project all possible payout scenarios.

Organizations are rapidly shifting from role-based structures to fluid, skills-based workforce models, yet only 12% are mature in this shift today.; ;“Digital work twins” are moving from experimentation to practice.

Legally-driven analyses often define very narrow employee groupings and can include as many as hundreds of different multiple regression models.

We’ll break down the most common global pay models, key design considerations, and best practices for successful implementation.

“Due to factors like new work models, turnover, the pressure to do more with less and an emerging technology, there is a growing disconnect between employees who have critical skills and those who need to learn them.”