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“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.

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

Armed with preferences and a crisp matrix of alternatives and costs, different bundles of change were modeled.

Managed accounts, which provide personalized savings and investment models based on participant data, offer a prime example of how data-driven insights enhance engagement and effectiveness.; ;Technological integration.

.; Harmonization as a Solution To address these challenges, organizations can implement the following cross-divisional harmonization strategies: ;Establish a corporate-wide governance model.

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

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.

Global Selling Models.