Gender Pay Gap Reporting Under EU 2023/970: A Training-First Approach

When HR teams discuss the EU Pay Transparency Directive, the conversation usually starts with gender pay gap reporting. That is understandable. The reporting obligations under Article 7 are the most visible, most publicly consequential, and — for HR Directors who will be answering questions from the board about what the numbers mean — the most exposure.

But the organisations that will produce credible first reports in 2027 are not the ones that scramble to collect data in Q4 2026. They are the ones that understood this year: the report reflects 2026 decisions. Every compensation choice made right now — hiring offers, salary reviews, performance bonuses, job reclassifications — is going into that report. The training question is not "how do we explain a bad number?" It is "how do we ensure the decisions going into the report were made correctly?"

This post covers the Article 7 reporting obligations in detail, what they require by company size, what data collection looks like in practice, and why a training-first approach to pay gap management produces better outcomes than a data-collection-first approach.

Article 7: The Reporting Obligations

Article 7 of EU 2023/970 sets out the pay gap reporting requirements. The obligations differ by company size, and the first reporting dates depend on when member states have transposed the Directive. With transposition due by June 7, 2026, the timeline is:

By Company Size

Company size	Reporting frequency	First report due
250+ employees	Annual	2027 (covering 2026 data)
150–249 employees	Every 3 years	2027 (covering 2026–2028 data)
100–149 employees	Every 3 years	2031 (covering 2028–2030 data)
Under 100 employees	Not required (member states may extend)	—

The 250+ threshold means a significant proportion of mid-size EU employers face their first report in 2027. For these organisations, the data collection period has already started.

What Must Be Reported

Article 7(1) specifies the information that must be included in the pay gap report. The categories are more granular than most organisations expect:

The gender pay gap — the difference in average pay between female and male workers, expressed as a percentage of average male pay
The gender pay gap in variable pay components — broken out separately from base salary
The gender pay gap in supplementary and variable pay — overtime, bonuses, allowances reported distinctly
The proportion of female and male workers receiving bonuses or variable pay (not just the amount, but the participation rate)
The proportion of female and male workers in each quartile pay band — the workforce divided into four equal groups by pay, with gender distribution shown for each
The gender pay gap by category of worker — this is the most technically demanding requirement

The last item requires particular attention. "Category of worker" is not the same as job title. The Directive requires categorisation based on work of equal value — the same principle underpinning Article 4's gender-neutral job evaluation requirement. This means your reporting categories must reflect genuine equivalence in skill, responsibility, effort, and working conditions, not just your internal grade hierarchy.

The Category of Worker Problem

Most organisations that try to build their first Article 7 report discover the same issue: their existing job architecture was not built for this purpose.

Legacy pay structures in mid-size and large organisations typically reflect one or more of the following:

Historical organisational structure — roles categorised by the team or function they sit in, not by the nature of the work
Market benchmarking — roles graded by comparison to external salary surveys, with the benchmark itself potentially containing gender bias
Manager discretion — roles graded or regraded based on the seniority or influence of the incumbent's manager at the time the grade was set
"Strategic importance" adjustments — pay uplifts for roles deemed business-critical, where the business criticality judgment is not documented against gender-neutral criteria

None of these approaches produce categories that satisfy Article 7's "work of equal value" standard. When you apply the reporting requirement to a pay structure built this way, you get categories that either hide the gap (by grouping roles in ways that obscure within-category variance) or overstate it (by mixing genuinely different roles in the same category).

The only way to produce a report that is both accurate and defensible is to first build a job evaluation methodology that meets Article 4's gender-neutral criteria requirement. That methodology then becomes the basis for how you categorise workers in the report.

This is not a software problem. It is a methodology problem. Pay equity analytics tools (Trusaic, Syndio, Gapsquare, Pihr) can calculate the numbers once you have defined the categories. They cannot define the categories for you in a way that will survive legal scrutiny.

What "Collecting 2026 Data" Actually Means

The phrase "data collection" implies a passive process: run a report at year end, extract pay data, calculate the gap. In practice, Article 7 compliance requires decisions to be documented as they are made, not reconstructed afterwards.

Here is what needs to be captured and maintained from now through December 2026:

For each hire:

The salary range for the role as defined before the hire process began
The criteria used to determine the specific offer within the range
Where the offer falls within the band and the documented rationale

For each salary review:

The criteria applied to the review decision
The percentage or absolute change, and what criteria justified any differentiation from a standard percentage
The reviewer's name and role (for audit purposes)

For each promotion or reclassification:

The previous and new job category under your evaluation methodology
The criteria that justified the reclassification
Any pay adjustment and its basis

For each bonus or variable pay award:

The criteria and performance framework that determined the award
Whether the criteria were applied consistently across the eligible group
The distribution by gender at each award level

Most of this data already exists in HR and payroll systems. The problem is that the criteria — the documented rationale for each decision — often does not. Managers make offers, approve reviews, and award bonuses based on judgment that is never written down. When that judgment is later tested against the "objective, gender-neutral criteria" standard, there is no evidence.

The training question is therefore: are your managers and HR business partners documenting compensation decisions in a way that will survive Article 16's reversed burden of proof?

Article 9: What Happens When the Gap Exceeds 5%

The reporting obligation under Article 7 is not the end of the story. Article 9 creates a downstream obligation that many organisations have not yet planned for.

If the pay gap report reveals an unexplained gender pay gap of 5% or more in any category of worker, and that gap cannot be justified by objective criteria, the employer must conduct a joint pay assessment in cooperation with employee representatives.

The joint pay assessment (Article 9) requires:

Analysis of the proportion of female and male workers in each category
A review of pay levels and developments for each category
Identification of the objective criteria used to determine pay
Assessment of whether those criteria are being applied consistently
Where unjustified gaps are found: measures to address them within a reasonable timeframe

The 5% threshold is low. Most organisations with imperfect pay structures will trigger it in at least some categories. The Works Council — or equivalent employee representative body — is a mandatory participant in this process in Germany, the Netherlands, Belgium, Austria, and France.

An organisation that has not prepared its HR leadership for a Works Council pay assessment conversation is in a significantly weaker position than one that has. The conversation involves presenting data, explaining methodology, and — where the gap exists — presenting a credible remediation plan. That is a skilled negotiation, not a data presentation.

Why Training Prevents the Problems That Reporting Reveals

There is a common assumption in how organisations approach Article 7 compliance: collect the data, run the analysis, find out what the gap is, then decide what to do. This is a reasonable approach for companies that have been doing UK gender pay gap reporting since 2017 and have already built the infrastructure. For most EU employers approaching their first report, it is the approach that produces the worst outcomes.

Here is why.

The 2026 data reflects every compensation decision made during the year. If those decisions were made without training on:

Gender-neutral evaluation criteria (Article 4)
Salary range disclosure and offer documentation (Article 5)
Consistent application of performance criteria to bonuses and variable pay
Documentation standards that meet Article 16's reversed burden of proof

...then the 2026 report will reflect the decisions that were made under the old assumptions. The gap may be large. More importantly, the decisions producing the gap will be undocumented, making them indefensible in a joint pay assessment or a discrimination claim.

The organisation that trains its managers and HR team in Q2 2026 — before the transposition deadline — is making different decisions in Q3 and Q4. Those decisions produce a different 2026 dataset. The first report in 2027 reflects better data, not because the analysis is better but because the underlying decisions were better.

This is not a compliance argument. It is a straightforward logic about timing: training before reporting changes the data. Training after reporting can only explain it.

Reporting Obligations and the Joint Pay Assessment: A Worked Example

To make the Article 9 trigger concrete, consider this scenario.

A company with 400 employees in the Netherlands produces its first pay gap report in 2027. The report shows a 12% gender pay gap in the "Senior Professional" category — a band containing 80 employees across engineering, finance, and HR functions.

The company's Works Council, which has already received the report (Article 7 requires disclosure to employee representatives), requests a joint pay assessment under Article 9.

The assessment process requires the company to demonstrate that the 12% gap is either: (a) Explained by objective, gender-neutral criteria applied consistently, or (b) Unjustified, in which case a remediation plan with a concrete timeline must be agreed with the Works Council

If the company's HR Director goes into this process with no documented methodology — no evidence of how roles in the Senior Professional band were evaluated, no record of the criteria applied to offer decisions in 2026, no audit trail for performance bonus differentiation — the company cannot make the case under (a). It defaults to (b), which means negotiating a remediation plan with the Works Council on the Works Council's timeline, not the company's.

The cost of that outcome — in management time, salary adjustments, and legal fees if the negotiation breaks down — is substantially higher than the cost of the training that would have produced a defensible methodology in the first place.

Building Readiness Before the First Report

For organisations that need to build pay transparency compliance infrastructure before the first 2027 report, the priorities are sequential:

1. Methodology first (Article 4) Define your gender-neutral job evaluation criteria. This is the foundation for everything else. Without it, the reporting categories in Article 7 are not defensible, the salary range disclosures in Article 5 have no basis, and the documentation required for Article 16 does not exist.

2. Train the decision-makers (Article 5 and Article 16 focus) Hiring managers, HR business partners, and compensation team members all need to understand what the new standards mean for their specific decisions. Generic compliance awareness is insufficient. Scenario-based training that practises the actual conversations and decisions produces measurable behaviour change.

3. Establish documentation processes Build the data collection habit during 2026. Every offer, every review, every bonus decision should be documented against the criteria in your methodology. This is both a reporting requirement and the evidentiary foundation for Article 16 defence.

4. Assess your current gap before the report Running an internal pay equity analysis before the official 2027 report gives the organisation time to address identifiable issues during 2026. This is not legally required but is strategically sound. Surprises in the public 2027 report are harder to manage than issues identified and addressed internally in 2026.

5. Prepare for the Works Council conversation If your organisation has Works Councils or equivalent bodies, the Article 9 joint pay assessment process needs to be on their agenda now. They are entitled to the information, and involving them early — rather than responding to a formal request — is significantly better for the relationship and the outcome.

The Pay Gap Report Is a Consequence, Not a Destination

The organisations that will produce the strongest first pay gap reports are not the ones with the best analytics platforms. They are the ones that spent 2026 making compensation decisions that are documented, consistent, and based on criteria that meet the Directive's standards.

That requires training — not awareness training, not compliance slides, but practical, scenario-based preparation that changes how managers and HR professionals make and document pay decisions from this point forward.

The report in 2027 will reflect whether that preparation happened.

Next Steps

If you want to assess where your organisation stands on the five dimensions of pay gap reporting readiness — methodology, data collection, manager training, documentation processes, and Works Council preparation — the Pay Transparency Readiness Calculator takes two minutes and shows you the specific gaps.

To see what scenario-based training for this looks like — including the joint pay assessment conversation with a Works Council representative that most HR leaders have not yet practised — try the 15-minute interactive demo.

If you want to talk through how this applies to your specific situation — company size, industry, existing pay structure, Works Council relationships — a 15-minute discovery call is the fastest way to get a direct answer.

The first reports are due in 2027. The data those reports reflect is being created right now.

Frequently Asked Questions

Our company has 180 employees. Are we required to report in 2027? At 150–249 employees, you are in the triennial reporting band. Your first report covers a three-year period and is due in 2027. This means you are collecting data across 2026, 2027, and 2028, with the first report due in June 2027 (or within the member state's specified deadline). The timeline pressure is lower than for 250+ employers, but the methodology and documentation requirements are identical.

We already have a UK gender pay gap report. Does that satisfy Article 7? UK gender pay gap reporting, required since 2017, gives organisations a head start on the concept and data infrastructure. However, the EU Directive requirements differ from the UK regime in important ways: the EU report is more granular (four pay quartiles, separate bonus participation rates, category-level reporting), the "work of equal value" categorisation requirement is more stringent than the UK's occupational classification approach, and the Article 9 joint pay assessment has no UK equivalent. Existing UK GPG processes provide a useful foundation but do not constitute EU compliance.

What is the difference between the gender pay gap and unequal pay? These are frequently confused. The gender pay gap is a statistical measure of the difference in average pay between all women and all men in the workforce, regardless of role. It reflects occupational segregation, representation at different pay levels, and other structural factors. Unequal pay is paying a woman less than a man for the same work or work of equal value. Both are addressed by the Directive — Article 7 addresses gap reporting, Articles 4 and 16 address equal pay for equal work. An organisation can have a large aggregate pay gap without individual instances of unequal pay, and vice versa.

Does the joint pay assessment under Article 9 apply in countries without Works Councils? Article 9 requires the joint pay assessment to be conducted "in cooperation with workers' representatives." Where no formal Works Council exists, this typically means trade union representatives or, where these also do not exist, the specific mechanism provided for by the transposing member state's national legislation. The obligation still applies; the counterpart to the cooperation depends on national transposition.

Can pay gap data in the report be used as evidence in a discrimination claim? Yes. One of the explicit purposes of the reporting obligation is transparency that enables enforcement. An employee or their representative who sees a pay gap report can use it to establish a prima facie case that triggers Article 16's reversed burden of proof. The company would then need to demonstrate that the gap in the relevant category is explained by objective, gender-neutral criteria. This is precisely why documentation of compensation decisions during 2026 matters: the report creates the evidentiary context, and the documentation provides the defence.

Blend Training builds compliance training for EU employment regulation. The Pay Transparency programme addresses Articles 4, 5, 7, 9, and 16 of EU 2023/970 through scenario-based learning for HR professionals, hiring managers, and executives. Take the readiness calculator or try the interactive demo.