The Future Of Work: Predictive Models in HR Analytics
May 3, 2024
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Keith Goode, Vice President of ZeroedIn, discusses the transformative impact of predictive models in HR analytics. Topics include optimizing workforce management, addressing biases in AI-driven talent acquisition, collaboration between HR professionals and data scientists, and implementing predictive models in HR analytics.
Predictive models in HR analytics revolutionize talent acquisition strategies and predict employee retention.
Addressing biases in AI models is crucial in HR analytics to ensure fairness and compliance with legislation.
Deep dives
Predictive Models in HR Analytics
Predictive models in HR analytics play a crucial role in shaping the future of work. These models leverage advances in machine learning and AI to address HR concerns like flight risk and hiring. While the ease of use for these models has improved, challenges remain in getting data ready and understanding model outputs.
Improving HR Processes with Predictive Models
Predictive models contribute significantly to HR processes such as recruitment and identifying flight risks. By analyzing historical data, organizations can enhance talent acquisition strategies and predict employee retention. These models enable informed decision-making by evaluating factors like promotions, job changes, and supervisory relationships.
Dealing with Bias and Ethical Aspects in HR Predictive Models
Ensuring unbiased AI models is critical in HR analytics, with legislation in some states mandating bias audits. It is essential to address biases related to personal factors like gender and ethnicity during the modeling process. Incorporating explainable AI helps in understanding model predictions beyond statistical outcomes.
Join us for an insightful conversation with Keith Goode, Vice President of ZeroedIn, as we delve into "The Future Of Work Using Predictive Models in HR Analytics." Discover how predictive models are shaping the landscape of HR analytics and revolutionizing workforce management. Keith shares his insights, real-world examples, and best practices for successful implementation.
Tune in to explore the transformative potential of predictive analytics in HR and unlock the secrets to optimizing your workforce strategies for the future.
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