实例探究 > Lowering Attrition Rates with Predictive Analytics

Lowering Attrition Rates with Predictive Analytics

公司规模

Large Corporate

地区

Europe

国家

Poland

产品

Visier

技术栈

Predictive Analytics

实施规模

Enterprise-wide Deployment

影响指标

Employee Satisfaction
Productivity Improvements

技术

分析与建模 - 预测分析

适用行业

Professional Service
Software

适用功能

人力资源

服务

数据科学服务

关于客户

Sabre is a leading technology provider to the global travel industry, offering a broad range of software and data solutions to help airlines, hotels, and travel agencies manage their operations. With a significant portion of its workforce in technical roles, Sabre relies heavily on its skilled employees to maintain its competitive edge. The company operates globally, with a notable presence in Krakow, Poland, where it faces intense competition for technical talent. Sabre's commitment to innovation and excellence makes it imperative to retain high-performing employees, especially in critical technical roles that drive the company's success.

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挑战

Sabre, the leading technology provider to the global travel industry, faced a significant challenge with a constant hiring/downsizing project cycle that led to an increase in regrettable attrition of high potential employees from 5% to 9% between July 2017 to March 2018. The company needed to identify the pain points for high-performing employees who were leaving and find a way to retain them. The analysis revealed that voluntary turnover was highest in technical roles, particularly in Krakow, Poland, where there is intense competition for talent. With 20% of its developer workforce residing in Krakow, a higher attrition rate would directly impact Sabre’s operations.

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解决方案

To address the challenge of high attrition rates, Sabre utilized Visier’s predictive analytics to review both lagging and leading indicators. They combined this data with their five-point performance ratings to create a scale for high performer employees at risk of exit. This analysis allowed them to predict which top talent had more than a 15% chance of leaving the company, identifying nearly 220 employees at risk. Sabre then implemented specific engagement plans for these employees, including career path discussions, compensation assessments, and role realignment. People leaders partnered with HRBPs and talent managers to increase one-on-one engagement between employees and their managers. Exit interviews revealed that while financial incentives were important, intentional one-on-one engagement had a more significant impact on retention.

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运营影响

The predictive analysis and tailored engagement plans have successfully lowered regrettable attrition rates.
At its peak in early 2018, regrettable attrition was at 9%, but it has since dropped to 7.5%.
The team continues to work on further reducing the attrition rate back to 5%.
Increased one-on-one engagement between employees and managers has proven to be a powerful retention tool.
The company has gained valuable insights into the factors driving employee turnover and has taken proactive steps to address them.

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数量效益