Negotiating without data is guessing. Free salary research tools aggregate real compensation data by role, experience level, and location, so you can anchor your ask to a defensible number. Walk in with a number rather than a feeling and the conversation changes entirely.
The other side of the table already has a number. HR sets a salary band for your role before the first interview, often built from paid benchmarking data. When you negotiate on instinct, you’re the only one in the room guessing.
That gap closes in an evening. Glassdoor, Payscale, and Levels.fyi publish pay data reported by millions of workers, searchable by job title, experience level, and metro area. Levels.fyi is the standard for tech roles, where equity and bonuses can dwarf base salary. For a neutral cross-check, the Bureau of Labor Statistics publishes median wages for hundreds of occupations by region. No single source is perfect, since self-reported data skews toward people motivated to share. Pull from two or three and the picture sharpens fast.
Build your range before any money conversation, not after an offer lands. Look up your exact title plus the closest adjacent ones, filter by your market and experience, and write down the typical range. Your ask belongs in the upper half if your track record supports it. Never open below the midpoint. Pay transparency laws in a growing list of states now put salary bands directly in job postings, so check the listing too, and treat a posted range as the employer’s opening position rather than the ceiling. When a recruiter asks for your expectations, give the researched range and name the source. A number anchored to market data lands differently than a hopeful one.
Recruiters work with this data every day, and they can tell when a candidate does too. The first defensible number on the table tends to set the terms. Make it yours.
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