Public methodology

See the evidence behind every claim

See which information comes from official Danish sources, which comes from our vacancy samples, and where editorial judgment turns evidence into practical guidance.

Last checked: 24 August 202611 application claims, 3 official indicators, and 2 vacancy samplesSee the evidence layers
official guidance

Published by a public authority or official career service.

observed practice

A reported preference or recurring convention, not a rule.

editorial inference

Our practical conclusion, shown separately from the source.

Evidence layers

Different questions need different sources

Official indicators

Wider labour-market direction

The market update uses Statistics Denmark vacancy, employment, and unemployment releases. Each indicator keeps its own period and frequency.

  • Vacancies: quarterly
  • Employment: monthly
  • Unemployment: monthly
Read the market update →
41-vacancy baseline

Early-career application guidance

Checked on 16 August 2026 across ten represented large employers. It supports the existing CV guide and its recurring early-career observations.

  • 31 student jobs or internships
  • 10 graduate or entry-level roles
  • Official employer sources
See the CV-guide evidence →
131-vacancy current sample

Hiring Explorer

Collected on 22 and 23 August 2026 from 12 employers. It supports current cross-filtering without being presented as the whole market.

  • 128 live and 3 recently closed vacancies
  • Five regional groups
  • Seven broad industries
Open Hiring Explorer →

Hiring Explorer fields

What was reviewed for public use

Published fields: employer, region, city or locality, broad role family, reviewed Level 2 role cluster, career stage, and broad employer industry.

Role and career-stage classifications use the reviewed v0.2 mapping. Locations were normalized from vacancy evidence. Employer industries were grouped into seven broad sectors for understandable comparison.

Not published as statistics: requirement-strength prevalence, workplace mode, recruiter preferences, hiring probabilities, and historical trends. Those fields either lacked enough quality, comparability, or elapsed history.

Full vacancy text is not republished. The public Explorer exposes structured counts from the reviewed records.

Claim ledger

Source, status, and interpretation

Published claimEvidence typeSourceOur interpretation
Target the CV and profile to the vacancy.official guidance

Workindenmark: keyword guidance21 Jan 2026

Rewrite the profile and reorder evidence for each serious application.

A short personal profile commonly appears at the top.official guidance

Workindenmark: personal profile25 Mar 2026

Use four to eight lines and lead with the strongest relevant qualification.

Student jobs, volunteering, internships, and degree projects count as experience.official guidance

Workindenmark: work experience12 Mar 2026

Use the relevant evidence, but label the context accurately.

Structure, collaboration, analysis, and communication recur across large-employer early-career vacancies.observed practice

ResumeAI Lab: focused employer-panel review41 observations checked 16 Aug 2026

Show these qualities through concrete examples instead of listing them as unsupported keywords.

Application packages vary by employer and role.observed practice

Deloitte: Finance Consultancy ProgrammeReviewed 16 Aug 2026

Check whether the vacancy requests a CV, transcript, cover letter, application questions, or a different combination.

Employer instructions override general photo and personal-detail conventions.observed practice

Vestas: student worker vacancyReviewed 16 Aug 2026

Do not add a photo or personal details automatically. Follow the specific vacancy instructions.

Approximately two pages is a strong Danish convention.observed practice

Aalborg University: CV guideNo page date

Treat two pages as a target, not a fixed limit.

A professional photo is common but optional.observed practice

Aalborg University: CV guideResearch through 2024

Include one only when the candidate is comfortable. Do not frame omission as an error.

Personal details such as age and family situation are a choice.official guidance

Workindenmark: personal details12 Mar 2026

Explain the convention while recommending deliberate, minimal disclosure.

Simple formatting can reduce parsing problems.observed practice

Aalborg University: CV guideNo page date

Prefer one column, clear dates, readable typography, and accurate vacancy terminology. Do not promise an ATS pass score.

Consent-gated analytics supports data minimisation.editorial inference

European Commission: GDPR principlesChecked 16 Aug 2026

Keep optional analytics off until consent and limit measurement to page use and a small number of useful navigation actions.

Editorial rules

How a claim reaches the site

  1. Prefer the primary source.Use the responsible Danish authority before blogs, commercial tools, or summaries.
  2. Record the date.Show when the source was updated, or state that no date was displayed.
  3. Limit the wording.A recruiter preference becomes a convention, never a universal Danish rule.
  4. Show our judgment.Editorial safeguards and product choices are labelled as inference.
  5. Correct visibly.Material corrections will update the claim, review date, and source record.

Early-career baseline

The evidence behind the Danish CV guide

The baseline contains 41 reviewed observations: 21 active vacancies and 20 recent 2026 vacancies or programmes. Roles had to be based in Denmark, published in English or bilingually, relevant to students or early-career applicants, and drawn from official employer sources.

The reviewed panel began with 17 international employers named for the project. Ten contributed observations to this snapshot: LEGO, Vestas, Arla Foods, Systematic, Danfoss, Deloitte, Maersk, Novo Nordisk, EY, and PwC.

The sample includes ten represented employers. Seven other employers in the original panel did not contribute a reviewed observation to this snapshot.

Editorial promise

Useful guidance stays connected to evidence

ResumeAI Lab uses official guidance, dated samples, and visible editorial interpretation to help applicants make decisions. Outcomes still depend on the role, employer, applicant, and recruitment process.