AI in hiring: what rights do you have as an applicant?

Employers are adopting artificial intelligence in recruitment. In HR Norge's survey from Rekrutteringsdagen 2026, 43 per cent of organisations said they use AI in recruitment and 44 per cent said they are testing it (166 responses, 4 March 2026). It is an industry survey among their own participants, not a representative sample of every Norwegian employer — but the direction is clear.

The question many people are left with is not "do they use it?" but "what does it mean for me when a machine reads my application — and what can I do about it?". The answer is more than "use the right keywords". You have concrete rights, and they apply whichever tool the employer uses.

When the machine actually decides

Privacy rules distinguish between AI as help and AI as decision-maker. Most of what is called AI in recruitment is help: systems that read, sort and suggest candidates for a human who makes the final decision.

But if a decision is fully automated and has legal or similarly significant effects on you, you have the right under the data protection regulation to demand that a human reviews it (Article 22). The Norwegian Data Protection Authority (Datatilsynet) uses e-recruitment precisely as an example of where this can happen. An automated rejection can be such a decision.

That does not mean the employer has to hire you. It means you have the right to have a human actually look at your case, and to give your view on the decision.

What you can ask for

Human review. If the rejection came from a fully automated system, you can ask for a human to reassess your application.
Access. You have the right to access the personal data the employer holds about you, and which data was used about you. For automated decisions you can also ask for information about the logic behind the decision and its significance.
Your view. You must be able to give your view on a decision that affects you, and to contest it.

You do not need to cite legal paragraphs to use your rights. A simple message to the employer is enough: "I ask that a human reviews my application" or "I ask for access to the data you assessed me on".

Be precise: AI rarely means a machine filters you out alone

It is easy to over-read the 43 per cent figure. That an employer uses AI does not mean a machine alone decides who gets the job. Most use AI as support: to read many applications quickly, suggest relevant candidates and help with comparison.

Nor does the right to human review apply to every use of AI — only when the decision is fully automated and has significant effects on you. That is a higher bar than "they use a tool".

What this means for you in practice

Make yourself easy to read correctly. Many AI tools and applicant systems read your CV as text, not as design. See what happens when an ATS reads your CV.
Do not assume the system understood you. If a rejection is automated, that is exactly when you should use the right to ask for a human — especially if you believe a detail in your application was overlooked.
Ask when something is unclear. Not sure whether a decision was automated? You have the right to ask the employer directly.

And remember: most of the time a human is still the reader. Then the usual advice applies — tailor your CV to the specific job ad and write something only you could have written. That holds whether the reader is a person or a machine.

Frequently asked questions

Can I demand the job if the rejection was automated? No. The right is about getting a human to review your application, not about getting the job. The result of the new review can still be a rejection.

How do I know if a decision was automated? Ask the employer. You have the right to know whether you have been subject to a fully automated decision, and to information about what it was based on.

Does this also apply if I was rejected by a public-sector employer? Yes. The right follows the privacy rules, which apply to both private and public employers.

Does 43 per cent mean almost half of all applications are now read by a machine? No. The figure says almost half of the organisations in the survey use AI in some part of recruitment. It says nothing about how many individual applications are automatically rejected.

Next steps

Check whether you can use AI in your job application without blending in, and test your CV for free against a specific job ad. To understand what a matching tool actually sees, read what JobbMatch on FINN really measures.