The market rate for a role is a distribution, not a number. Households who under-earn typically do so because they anchor to the wrong point on that distribution. Learning to research and negotiate the market rate is the highest-leverage financial skill most Scholars will exercise in their careers.
- 01Locate three defensible data sources for the market rate of a specific role.
- 02Distinguish the market rate at the median, 75th, and 90th percentiles.
- 03Structure a compensation negotiation as an information exchange, not a confrontation.
Where the data lives
Levels.fyi and Glassdoor for tech and adjacent roles. BLS OES for occupational medians by geography. Compensation surveys — Radford, Mercer, and industry-specific — behind paywalls. Recruiter conversations, if you can have them without a live search. Never cite a single source in a negotiation; the credibility comes from triangulation.
The distribution
Every role has a range. The 50th percentile is what a competent person is paid. The 75th is what someone with a specific reason to be paid more receives. The 90th is a person the employer would fight to keep. Locate yourself honestly.
The negotiation
Ask for the range for the role, in the location, before naming a number. Anchor at the top of the range or slightly above, backed by two data points and one reason specific to your work. Negotiate the offer, not the raise; the compression that starts at hire is nearly impossible to reverse.
- Every role is a distribution. Locate yourself on it.
- Triangulate three sources. One is not enough.
- The negotiation that matters is at the offer, not the review.