Pay Transparency and Skills: Salaries are Only Defensible When Based on Objective Evidence

Pay transparency and skills: salaries are only defensible when based on objective evidence

The entry into force of the Pay Transparency Directive (EU) 2023/970) is causing concern in many organizations. However, the real problem is neither regulatory nor cultural. It is structural. Most current salary systems are not designed to be explainable, let alone auditable. The directive merely highlights a historical weakness: the absence of objective models to value work and its real contribution to the business.

1. The underlying problem: salaries defined without traceability

In many companies, difficult-to-justify situations coexist:

• People with similar responsibilities and significantly different compensation
• Salary decisions based on history, individual negotiation, or context, not current value.
• Pay gaps that cannot be explained by verifiable criteria.

The European Directive does not create this problem. It makes it visible and requires that it be defended with data.

Once transposed, companies must be able to explain:

• how compensation is determined,
• what criteria are used,
• and why differences exist between comparable individuals.

2. Why the job title is no longer a valid unit of measurement

Traditionally, salary has been linked to the job. This approach has structural flaws:

• Titles are not comparable across organizations.
• Job descriptions are generic, outdated, or copied.
• Actual responsibilities evolve faster than the organizational structure.

A job is not a measurable magnitude. Skills are. Organizations do not derive value from jobs, but from the capabilities that people apply in specific contexts.

3. What pay transparency really requires

Pay transparency does not mean publishing individual salaries, but something more complex and demanding:

Being able to justify why a person receives a specific compensation.

• Being able to explain what they would need to develop to progress in salary.
• Being able to demonstrate that differences are based on objective and neutral criteria.

This requires systems that connect compensation, performance, and development coherently.

4. Skills, levels, and economic value

A defensible compensation model needs to break down work into assessable elements. A skills-based approach allows this to be done in a structured way:

• Skill: specific applied capability.
• Mastery level: degree of depth and autonomy.
• Criticality: impact of that skill on the business.
• Scarcity: availability in the labor market.

This approach allows for building models of economic skill value, going beyond the binary logic of “senior / junior role”.

5. Reducing pay gaps through objectification

When compensation is based on consistently assessed skills:

• Implicit bias in salary decisions is reduced
• Comparability between people is improved.
• Detection of unjustified gaps is facilitated.

Pay equality ceases to be a declarative goal and becomes a consequence of system design.

6. The critical role of objective assessment

This is where the main bottleneck appears: without objective assessment, there is no defensible transparency. Self-assessment or subjective evaluation do not generate sufficient evidence for internal audits, inspections, or claims. Models such as those enabled by The Wise Skill allow for:

• Assessing skills through tests, simulations, and observable evidence.
• Assigning comparable levels between individuals and teams.
• Directly connecting assessment, development, and compensation decisions.

It is not about “measuring for the sake of it,” but about generating traceability and consistency.

7. Transparency as a development system, not a risk

When transparency is based on objectively assessed skills:

• The employee understands their professional progression.
• The company manages expectations in a structured way.
• HR moves from negotiating exceptions to designing systems.

The salary conversation ceases to be defensive and becomes a development conversation.

8. Towards a dynamic, skills-based salary model

The natural consequence of this approach is a salary model that is:

• Dynamic, not tied to rigid structures.
• Connected to real internal mobility.
• Linked to training with measurable economic impact.

This is the only model compatible with changing labor markets and the requirements of the European directive.

Conclusion

Pay transparency does not expose companies. It exposes poorly designed systems. Organizations that understand this in time will not only comply with regulations, but will build salary models that are fairer, more efficient, and more sustainable, based on the only thing that truly generates value: skills demonstrated and assessed with evidence.