Is AI Resume Screening High-Risk Under the EU AI Act? (Yes — Here's What That Means)

Employment decisions shape people's livelihoods, which is exactly the kind of fundamental-rights impact the Act targets. Annex III point 4 covers AI intended for recruitment or selection of natural persons — advertising, screening, filtering, evaluating — plus systems for promotion, termination, task allocation and monitoring at work.

It does not matter whether a human makes the final call. If the AI ranks, filters or scores candidates along the way, the system is in scope. The 'human in the loop' matters for the oversight obligations — it does not remove the classification.

Providers carry the heavier load: a risk management system (Art. 9), data governance for training and testing data including bias examination (Art. 10), Annex IV technical documentation (Art. 11), event logging (Art. 12), instructions for use (Art. 13), human oversight design (Art. 14), accuracy and robustness declarations (Art. 15), then conformity assessment, CE marking and EU database registration (Art. 43, 47–49).

The bias-examination duty in Article 10 deserves special attention for hiring tools — your training data must be examined for possible biases likely to affect health, safety or fundamental rights, and you must document what you found and did.

Employers using AI screening must use the system per its instructions, assign trained human oversight, monitor operation, keep logs (Art. 26), and inform workers and candidates that AI is in use. Public-sector employers and some others must also complete a Fundamental Rights Impact Assessment before first use (Art. 27).

Practical takeaway: when your screening vendor cannot produce their Annex IV documentation, that is now your problem too — procurement teams have started asking, and deployers cannot meet their own duties with an undocumented system.

A system that only performs a narrow procedural task, or purely preparatory work, within an Annex III area may escape the high-risk classification under Article 6(3). A tool that merely deduplicates applications or converts CVs to a standard format is plausibly exempt; anything that ranks or scores candidates is not. Claiming the exemption requires a documented assessment registered before market placement — it is not something you can assert after the fact.