What is salary benchmarking?

When you are setting pay for a tech role on Get on Board, salary benchmarking is how you compare your company’s compensation against the external market for the same kind of work. Done well, it tells you whether your range is competitive before a candidate declines or an employee leaves.

What makes a benchmark meaningful

A benchmark is only useful when it compares like with like. The variables that matter most:

  • Same role: a backend engineer is not a data engineer.
  • Same seniority: junior, semi-senior, and senior pay very differently.
  • Same tech stack: scarce stacks command premiums.
  • Same geography: local cost of living and remote competition change the picture.

A number that ignores these variables can look precise while being wrong for your situation.

Where the data comes from

Benchmarks are built from different sources, and the source shapes how much you can trust them:

  • Survey data: self-reported, usually annual, often using generic role labels.
  • Market-behavior data: observed from real hiring processes — what employers offered and what candidates expected.

Market-behavior data tends to reflect current conditions more faithfully because it captures what actually happened, not what people remember earning.

How Insights Pro shows this

Insights Pro delivers quarterly benchmarks per role profile, anchored on the median with standard deviation as supporting context. Insights Pro+ adds breakdowns by country and by industry so you can segment the benchmark further.

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