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Compliance & LegalFebruary 25, 20265 min read

GDPR Compliance in AI-Powered Recruitment

A practical guide to GDPR requirements for AI hiring. Data processing agreements, candidate consent, retention policies and the AI Act intersection.

Nikita Kiselov

Nikita Kiselov

CTO & Co-founder

If you're using AI in your hiring process and you have candidates from the EU, GDPR applies to you. Here's what that actually means in practice — without the legal jargon.

The basics: what GDPR requires for AI hiring

1. Lawful basis for processing

You need a legal reason to process candidate data with AI. The two most common bases are:

Legitimate interest — you have a genuine business need to evaluate candidates, and the processing is proportionate. This works for most screening scenarios.
Consent — the candidate explicitly agrees to AI-powered evaluation. This is the safest approach and the one most AI hiring tools use.

The key: whichever basis you choose, document it. Have your DPO or legal team sign off on a Legitimate Interest Assessment or ensure your consent flows are properly implemented.

2. Transparency and notification

Candidates must know:

That AI is being used in their evaluation
What data is being collected and processed
How the AI makes its assessment
Who has access to the results
How long the data is retained

This isn't optional. Article 22 of GDPR gives candidates the right to know about automated decision-making that affects them. If your AI tool doesn't tell candidates it's AI, you have a compliance problem.

3. Data Processing Agreement (DPA)

If you're using a third-party AI tool (like an autonomous interview agent), you need a DPA with that vendor. The DPA should cover:

What data the vendor processes
Where the data is stored (EU vs. non-EU)
Security measures in place
Sub-processor list
Data breach notification procedures
What happens to data when the contract ends

4. Right to deletion and access

Candidates can request:

A copy of all data you hold about them
Deletion of their data ("right to be forgotten")
An explanation of how the AI assessed them

Your AI vendor should support these workflows natively. If fulfilling a deletion request requires manual intervention from the vendor's engineering team, that's a red flag.

5. Data retention

Don't keep candidate data forever. Define clear retention periods:

Active candidates: retain during the hiring process
Rejected candidates: 6-12 months is standard (to defend against discrimination claims)
After retention period: automatic deletion

The best AI tools let you configure retention periods per company and handle purging automatically.

The EU AI Act: what's coming

The EU AI Act (in effect from 2026) classifies AI systems used in employment and recruitment as high-risk. This means additional requirements:

Risk management system — documented assessment of risks and mitigations
Data governance — training data must be relevant, representative, and free from bias
Transparency — candidates must be informed they're interacting with AI
Human oversight — a human must be able to review and override AI decisions
Accuracy and robustness — the system must perform consistently and handle edge cases

Companies using AI hiring tools should ask their vendors: "Are you preparing for AI Act compliance?" If the answer is vague, consider alternatives.

Practical checklist

For any company adopting AI-powered screening in the EU:

Data Processing Agreement with vendor signed
Candidate consent flow implemented (pre-interview)
Privacy notice updated to mention AI processing
Retention periods defined and configured
Right-to-deletion workflow tested
Right-to-explanation workflow tested
AI Act readiness assessed with vendor
DPO briefed on the new tool and data flows

How Recruo handles this

Recruo was built with EU compliance as a foundational requirement, not an afterthought:

Candidate consent is collected before every interview starts
Full transparency — candidates are told upfront they're speaking with an AI
Configurable data retention with automatic purging
DPA included in every enterprise contract
Right to deletion handled natively in the platform
Explainable scoring — every score comes with reasoning, not just a number
Certified AI Ethicist on the leadership team overseeing bias monitoring and model audits

GDPR compliance shouldn't be a reason to avoid AI in hiring. It should be a filter for choosing the right AI tool.

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