Pay equity analysis in theory is one thing. In practice, it is something entirely different. You need the right data, and you need to trust it. Roles must be compared, assessed and sometimes challenged. And pay differences need to be examined closely and objectively. Here we take a closer look at the most common challenges, and what it actually takes to overcome them.
1. There Isn’t Enough Time or Resources
Let’s be honest. Managers and HR teams already have full calendars. Without a clear plan, pay equity analysis easily becomes something that gets postponed.
The problem is that the groundwork takes time. Job titles and occupational codes need to be aligned. Pay criteria must be reviewed. Salaries, benefits and bonuses have to be collected and validated.
Only once that foundation is in place can you move on to the core task: understanding what pay differences exist and why.
Here’s how to approach it:
- Break the process into clearly defined steps. That makes it easier to maintain momentum.
- Clarify who is responsible for what, HR, payroll, managers, finance, and schedule regular check-ins along the way.
- Set a crystal-clear timeline. What needs to be done, by whom, and by when?
- Review the manual parts of the process. Identify what consumes the most time and consider what could be simplified, or even fully automated.
Read more: The EU Pay Transparency Directive Is Approaching – Are You Prepared to Meet the New Requirements?
2. The Data Is Missing – or Not Good Enough
Everything starts with reliable data. But when salary and employee information is scattered across different systems, when the quality is inconsistent, or when key details are missing, drawing accurate conclusions becomes difficult.
Perhaps outdated job titles are still in the system. A salary adjustment was never properly recorded. Or different departments maintain their own Excel sheets with role and salary data that are not aligned with each other.
The result? A time-consuming preparation phase, a flawed analysis and, ultimately, pay gaps that risk going unnoticed.
Here’s how to approach it:
- Ensure that information on gender, role, salary and employee category can be retrieved from a single, structured source.
- Establish clear routines for when and how changes in roles, responsibilities and titles should be updated.
- Do the heavy lifting once, then build from there. With a system that preserves the structure, you avoid starting from scratch every year and can focus your time where it matters most, on analysis. You also gain traceability and better documentation along the way.
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3. Excel Will Only Take You So Far
Many organizations start in Excel. It feels simple, familiar and manageable, until it no longer is.
As the data set grows and the analysis becomes more complex, the process quickly becomes difficult to handle.
And when formulas break or different versions collide, you may find yourself spending more time troubleshooting spreadsheets than analyzing pay differences.
Here’s how to approach it:
- Pull all data from a shared source instead of relying on multiple spreadsheets. That way, everyone works with the same information, searching is minimized and version confusion disappears.
- Conduct your pay equity analysis in a system designed for the purpose. It reduces the risk of errors, handles large volumes of data and supports complex comparisons.
- Choose a tool that is intuitive and guides you through the process, while also being equipped to meet both current and upcoming legal requirements.
4. Defining “Equal” and “Equivalent” Is Harder Than It Sounds
It is easy to assume that two roles belong in the same category simply because their titles are similar.
The risk of misjudgment increases when there is no clear job architecture, meaning the structure that defines how roles are organized, grouped into job families and connected across the organization.
Without that foundation, discussions quickly arise: “Anna and James are both project managers. Shouldn’t they be valued the same?”
But when you examine the roles more closely, the differences become clear: one may be responsible for large budgets and make decisions with a significant impact on the business, while the other works on smaller projects with more limited responsibility.
This is why both a well-defined job architecture and a structured job evaluation process are essential. The job architecture provides the structure and common language for how roles and levels relate to each other. Job evaluation allows you to systematically assess roles based on requirements, responsibility and complexity.
Here’s how to approach it:
- Involve managers in the assessment. They are often the ones who understand what each role truly requires.
- Base evaluations on your job architecture. A clear structure with logical job families, levels and up-to-date role descriptions makes the process both simpler and more consistent.
- Ensure that everyone involved understands the fundamentals of job evaluation. Do you need a short workshop to create alignment?
- Use a shared template or scoring model so that all roles are assessed on the same basis.
- Work continuously, not just once a year. Make job evaluation part of everyday operations and assess new roles as soon as they are created. That way, they are correctly positioned from the start and you avoid redoing the work each year. When it is time for your pay equity analysis you will already have data you can trust.
Forget the Spreadsheets – Simplify Your Pay Equity Analysis with Flex HRM!
Does the pay equity analysis feel cumbersome and time-consuming? Do you wish there was a smarter way? Our web-based HR system, Flex HRM, is designed to make the process as smooth as possible, with all data in one place and an educational workflow for all steps of your pay surveys – from job evaluation to action plan.
We’re happy to tell you more – just get in touch!
