But the data and infrastructure to support it wasn’t there.
Sourcing reliable Europe-wide benchmarks was proving particularly difficult.
“If you want ‘all of Europe’ from a provider like Korn Ferry, you need to buy Southern Europe, Central Europe, Western Europe, UK, Benelux, and Nordics separately, and then manually combine them into an average,” explains Luis. “You're paying for five or six different benchmarks when what you really want is one that combines them."
The team was left building salary bands by hand – using free data to create company-wide pay ranges, with target percentiles the only way to account for differences per function or role (Engineering paid at a higher percentile, for instance, Support lower).