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“Women have almost caught up to men in the fields of technology, engineering and mathematics, right? Indeed, recent data suggest that the proportion of female computer science graduates is actually going down. It’s a problem tackled in a new report from Accenture and Girls Who Code.
Establish Effective Recruitment Strategies and Onboarding A big reason for high attrition rates is the hiring of candidates who are not suited for the organization. Oracle NetSuite posits that 66 percent of workers realize their job is a bad fit after joining a company and half of them quit within 6 months.
By leveraging predictive analytics, organizations can forecast employee attrition, determine training needs, and predict future talent demands. By leveraging technology and analytics tools, HR professionals can gain real-time visibility into HR metrics, identify areas for improvement, and optimize HR processes.
Workdays analytics can forecast attrition; AIHR predicts HRIS systems will soon sense morale dips, nudging managers to act. HRIS future trends will pivot on ethics: can tech amplify humanity, not erase it? By 2025, the HRIS evolution is in overdrive. Is one department struggling with retention more than the others?
But the power of analytics as a mechanism for making decisions about hiring and firing is still growing, and the "application of predictive analytics to people’s careers … is enormously challenging, not to mention ethically fraught." The attrition rate fell by 20% in the initial pilot period, and over time, the number of promotions rose.
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