Communications of the ACM - Artificial Intelligence 02月13日
The Impact of AI on HRMS
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人工智能正在以惊人的速度改变人力资源管理(HR)。从自动化行政工作到利用机器学习减少偏见,AI正在HR的各个方面发挥着变革性的作用。本文探讨了AI如何通过自动化、减少偏见、优化人才招聘和提高员工保留率来改变HR。同时,也关注了数据安全问题,以及如何通过整合AI与HRMS系统来优化候选人互动、员工发展和ERM。未来,AI将继续在HR领域扮演重要角色,帮助企业赢得人才争夺战,提高效率,并获得竞争优势。

🤖 **自动化与效率提升**: AI通过自动化标准化流程,解放HR专业人员,使其能够专注于更具战略意义的任务,如人才规划和领导力发展。自动化还能减少人为错误,提高工作效率。

⚖️ **减少偏见与公平性**: AI算法通过忽略年龄、种族和性别等信息,有助于减少招聘、决策和绩效评估中的无意识偏见,从而提高组织决策的客观性和公正性。但算法也需要监管,避免沿用以往的偏见模式。

🔒 **数据安全与风险管理**: 随着HRMS系统将敏感员工数据集中存储在云端,数据泄露和网络犯罪的风险也随之增加。企业需要加强数据安全措施,如加密、异常检测和多因素身份验证,以保护员工信息安全。

🤝 **优化员工生命周期**: AI解决方案可应用于员工生命周期的各个阶段,包括个性化学习和发展项目、使用可穿戴设备监测健康状况,以及通过游戏化工作来提高员工敬业度,从而全面提升员工体验。

🚀 **人才招聘加速**: AI通过自动化的申请人跟踪系统,优化人才招聘流程,加速候选人的筛选和评估,提高招聘效率和公平性。AI还可以通过聊天机器人与候选人互动,解答疑问,提供个性化的体验。

The pace of adoption of new technologies in the world of Human Resources (HR) is moving at an astounding speed. Automation and artificial intelligence (AI) within human resource software have taken over admin work and tedious tasks.

Besides these applications, advances in machine learning, chatbots, computer vision, and other emerging AI solutions are increasingly replacing human decisions at scale.

What are the implications of integrating technology into the core functions of HR, and how will these changes reshape roles and operations? 

1) How Is AI Changing HR?

Emerging technologies have had a transformative impact on all aspects of businesses, including the human resource department. Companies aim to provide faster services, improve quality, and increase savings.

It’s changed the HR function and how it operates.

Today, we use AI to support a culture of collecting and analyzing data to make better-informed decisions and use these insights for continuous development.

The focal point of HR has shifted from admin tasks to utilizing analytics to create a more productive workforce and develop future leaders.

a. Automation

The most straightforward answer to how AI is changing Human Resources Management Systems (HRMS) is the automation of standardized processes. According to Deloitte, as much as 57% of HR’s time is spent on administrative tasks, instead of strategic planning.

Automation enables HR professionals to have more meaningful interactions, reduce errors, and ease the administrative workload. The latest AI-powered tools are designed to streamline workflow processes, seamlessly integrate them, and support all areas in HR’s scope. 

b. Reducing Bias

Another growing application of AI is the promise to reduce unconscious bias by disregarding information such as applicants’ age, race, and gender. This cognitive selection bias can seep into many areas like recruitment, decision-making, or performance evaluations. 

When organizations make data-driven decisions, they send a message of integrity. However, as these algorithms learn by following previous patterns of behavior by recruiters, they should not be left unchecked. AI offers a way to keep decision-making objective by giving candidate recommendations based on performance and knowledge. 

c. Retention

Employers can gain deep insights into their workforce and introduce various data-driven HR initiatives to improve retention by using cutting-edge technology.

AI solutions can be applied in every phase of the entire employee lifecycle. From personalized learning and development programs, using wearables to monitor wellness, to gamifying work to check employee engagement. 

d. Talent Acquisition

Time is of the essence when recruiting and hiring new employees. Recruiters can optimize talent acquisition by using AI to eliminate time-consuming and repetitive tasks. For example, implementing applicant tracking systems saves valuable time and helps hire more efficiently, plus finds and screens candidates faster and with more fairness.

2) Data Security in HRMS

Any major operational change will bring forth some disruption and inevitable risks, and the digital transformation in HR is no different. 

With the move to the cloud and centralization of employee data storage within AI-powered HRMS solutions, companies must ensure the confidentiality and integrity of their data.

Storing sensitive employee information online like banking details, Social Security numbers, and addresses heightens a company’s risk related to data breaches and cybercrime, and possibly substantial losses. Statistics show the cost of a data breach to an American company averaged $9.36 million in 2024. 

However, many businesses are using security AI and automation to detect and respond to these attacks, whether through encryption, anomaly detection, or multi-factor authentications. In fact, the average cost savings for organizations that used AI to protect their data versus those that didn’t is around $2.2 million

3) Integrating AI with HRMS

The modern workforce requires data science to address some of the most urgent challenges and provide innovative solutions to companies. After merging AI with HRMS systems, employers can experience an all-encompassing system that assists them in various internal HR functions.

Candidate engagement, training, onboarding, recruitment, talent management, and ERM (Employee Relationship Management) are all optimized after implementing AI in the HRMS work system.

a. Speedy Application Screening

Recruiters can now engage candidates before or after applying for a position in an organization. With the help of AI and chatbots, companies can test candidates, answer common questions about the role, address specific concerns, and get feedback and information about the candidate. Natural language processing is accelerating and becoming more sophisticated, providing candidates with a personalized, human-like experience. 

b. Candidate Engagement Process

As a large part of the recruitment process is automated, the focus of HR teams shifts from operational tasks to improving the candidate experience, creating engagement, and attracting candidates to apply. 

Artificial intelligence streamlines the candidate engagement process beyond the standard automated emails and messaging workflows. This engagement can be real-time and personalized to the individual candidate with AI.

In addition, AI can help give candidates a quick insight into a company’s work culture and values. 

c. Re-engagement of Candidates

AI allows you to re-engage a group of candidates from your database and gauge their interest in a new position or role. Most AI platforms allow recruiters to nurture candidate relationships. This means that candidate records can be stored in a database for future use—this way, the candidate does not need to resubmit their application when applying for several positions.

d. Fast Onboarding

The first day of a job and new-hire orientation can be overwhelming for many new employees. Incorporating artificial intelligence into the onboarding process can help employees learn about company policies, procedures, and benefits coverage, while verifying employment documentation.

e. Effective Workforce Development

Adopting AI solutions in the HRMS system can significantly improve the employee experience by identifying which employees need training or new skill sets. AI offers employees a personalized approach to their career development program or even coaching guided by coach bots for every individual. 

It’s not surprising then that 96% of large and mid-size companies and 81% of small companies already use a learning management system.

VR and AR technology will also play a valuable role in the learning and development of workers, especially in high-risk roles, where skills can be developed in safer environments. 

f. Improved ERM

An ERM module in HRMS systems provides an intelligent solution to track employees, their work relations, and all reporting and compliance processes. HR teams can structure the workforce into organizational units, define the reporting relations between managers and employees, and align payroll. 

4) The Future of HRMS

HRMS tools must consistently upgrade and integrate AI to create better workplaces to match this rapidly changing world. The transformation AI can bring to organizations is seen across various processes, and AI’s role in the workplace will only keep increasing. 

The pandemic showed that AI-driven HRMS can quickly adapt to flexible and hybrid work environments, with innovative tools being used for collaboration or intelligent scheduling.

Today, many organizations have adopted cloud-based and mobile-compatible HR management systems, so employees can easily help themselves with self-service anywhere and on any device. 

Even beyond that, AI-powered tools are transforming physical environments with desk and meeting room booking systems in an effort to improve the employee experience.

Office layouts, occupancy sensors, and optimizing the temperature and air quality are just some of the real-life applications to better utilize the workplace and make it more comfortable.

5) Conclusion

Apart from simplifying HR’s role, AI helps steer the direction of business strategies, enforces more informed decision-making, and helps overcome significant disruptive challenges. Businesses that see the value of introducing AI to their systems in a highly competitive market will win the war for talent, improve efficiency, and gain a significant advantage.

Sources

Modernizing HR: Design Thinking and New Technologies to Help Enhance Employee Experience (Deloitte)

Average cost of a data breach in the United States from 2006 to 2024 (Statista)

Cost of a Data Breach Report 2024 (IBM)

2023 Training Industry Report (Training Magazine)

Alex Tray is a system administrator and cybersecurity consultant with 10 years of experience. He is currently self-employed as a cybersecurity consultant and as a freelance writer.

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相关标签

人工智能 人力资源管理 自动化 数据安全 人才招聘
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