Unilever‘s Practice on AI-based Recruitment

Практика Unilever в области рекрутинга на основе искусственного интеллекта
Qirui Hu
2023-08-02

AI-based recruitmentGamificationHireVue and PymetricsNatural language processingUnilever case analysis
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.
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.

Unilever’s AI-supported recruitment and selection process

The performance, efficiency gains, and bias and privacy concerns associated with Unilever’s AI-based recruitment and selection

Publication Details
Publication Date
2023-08-02
Journal
Publisher
ISSN
Cited by
31
Access Type
Author Information
Authors
Qirui Hu
Explore further
Open the scid.ai AI chat with a ready-made request: it will find papers on a similar topic and help build a literature review.
Find similar papers in the chat
Make a presentation
100%