AI in Recruitment and Onboarding

Covering Assessment Criterion 1.2 of CIPD unit FREE08, this video focuses on two of the most established areas of AI application in HR practice: recruitment and onboarding. Within recruitment, the video addresses CV screening and shortlisting tools, candidate matching systems, and AI-assisted job description writing, including the use of inclusive language checkers. It examines how natural language processing underpins screening tools, enabling them to recognise equivalent competencies expressed in different ways rather than relying on simple keyword matching.

The video also discusses the organisational rationale for adopting these recruitment technologies, particularly in high-volume hiring contexts, alongside the risks that arise when AI systems are trained on historically biased data or applied without well-defined criteria. Talent pool management through candidate matching, and the way machine learning draws on patterns from previous successful hires, are both situated within this benefits-and-risks framing that runs through the discussion.

On the onboarding side, the video covers HR chatbots as a mechanism for handling routine new-starter queries, and the contrast between standardised onboarding programmes and AI-driven personalised onboarding journeys that adapt content and pace to individual experience levels. Together, the recruitment and onboarding applications examined here represent the scope of AC 1.2's requirement to discuss common uses of AI in HR, with human oversight and auditing highlighted as consistent considerations across both areas.