Technical Assessment Platforms

SHL's proprietary interview dataset surfaces as a benchmark reference point

Source: arXiv (AVI Challenge 2026 research) · Jun 1, 2026

SHL — the psychometric and cognitive-assessment company founded in 1977 as Saville and Holdsworth, owned by Exponent Private Equity since 2018 — surfaced this run through its own research footprint rather than a news event: its proprietary 'SHL Interviews' dataset, 5,000-plus videos drawn from 810 real job seekers, is now being referenced as a benchmark reference point in outside academic multimodal-interview research tied to the AVI Challenge. SHL itself is a major incumbent, serving 80% of the FTSE 100 and more than half of the Fortune Global 500.

This is a useful reminder that the most credible competitive threat in assessment data isn't always a flashy new entrant — it can be a decades-old incumbent that has quietly accumulated a large, real, structured interview dataset as a byproduct of its core assessment business, and now has that dataset gaining outside academic credibility as a reference standard. A dataset earning citations in benchmark research is a meaningful trust signal for any future licensing conversation SHL might have.

Key Points

• SHL (Saville and Holdsworth), founded 1977, owned by Exponent Private Equity since 2018
• Largest global psychometric/cognitive assessment provider — serves 80% of FTSE 100, 50%+ of Fortune Global 500
• Maintains 'SHL Interviews', a proprietary dataset of 5,000+ videos from 810 real job seekers
• That dataset is now referenced in outside academic multimodal-interview research