Unilever‘s Practice on AI-based Recruitment
Практика Unilever в области рекрутинга на основе искусственного интеллекта
2023-08-02
SCID: 54.1/y5ze4h42
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AI-based recruitmentGamificationHireVue and PymetricsNatural language processingUnilever case analysis
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Abstract (AI)
Artificial Intelligence (AI) is shaping the reality of human resource management (HRM). It is ideal for HRM to do predictive decision-making tasks like recruitment and selection. Talent acquisition includes identifying qualified candidates, aligning assessment methods with job or performance-related criteria, and managing administrative discretion in the hiring process. Other threats like high volumes of applications, biases in candidate selection, and a shortage of qualified candidates also bother recruiter teams. While AI-based recruitment supported by the natural language process (NLP) addresses such challenges by automating or augmenting various aspects of recruitment, such as sourcing, screening, and interviewing candidates. Unilever started its partnership with HireVue and Pymetrics to design a system of recruitment, selection and onboarding supported by AI in 2016. This article uses the case analysis method to discuss Unilever’s application of AI in the recruitment and selection process. The analysis will be conducted in the context of social network site (SNS), gamification, and verbal computer mediated communication (VCMC). Unilever saved bunches of time and cost, while improving its HRM performance. Such decision-making tools associated with AI raise concerns of bias and private crisis. This article is also aimed to discuss such a phenomenon in the context of Unilever. Talent acquisition by AI is an inevitable trend. This article is helpful as a benchmark.
Key Findings
1
AI tools address high application volumes and recruitment administration by automating or augmenting candidate sourcing, screening, and interviewing.
2
AI-based recruitment helped Unilever save substantial time and costs while improving overall human resource management performance.
3
The case analysis highlights unresolved concerns about bias and privacy risks associated with AI-driven hiring decisions.
4
The paper presents Unilever’s implementation as a benchmark illustrating the broader trend toward AI-enabled talent acquisition.
5
The system applies AI across social networking, gamification, and verbal computer-mediated communication contexts in talent acquisition.
6
Unilever partnered with HireVue and Pymetrics in 2016 to implement AI-supported recruitment, selection, and onboarding.
Research Object
Unilever’s AI-supported recruitment and selection process
Research Subject
The performance, efficiency gains, and bias and privacy concerns associated with Unilever’s AI-based recruitment and selection
Publication Details
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2023-08-02
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