Negotiating without data is asking; negotiating with data is pricing. Pay transparency laws just made the data easier to get than ever.
Why research changes the conversation
A negotiator without data says I was hoping for more. A negotiator with data says roles like this in this market are paying 85 to 95, and here is why I sit at the top of that range. The second person gets paid more, not for boldness, but because they moved the discussion onto ground where the employer’s own compensation team already lives.
Source one: posted ranges, the new goldmine
Pay transparency laws across a growing list of states now force salary ranges onto job postings, and remote roles often display one national range. Mine them systematically: collect 10 to 15 current postings matching your title, level, and skills, record each range, and note what the top of range asks for. This is employers publicly pricing your job in real time, the strongest single dataset that has ever existed for this task.
Sources two and three: triangulate
Anchor against the Bureau of Labor Statistics occupational wage data, which shows percentiles by role and metro, unbiased, slightly lagging, perfect for a floor and sanity check. Then layer the salary sites, employee reported databases and offer sharing communities, knowing each skews: self reports trend high, lagging surveys trend low, and levels within them vary by company. When postings, government percentiles, and site data all point at an overlapping band, that band is your market truth. Adjust for your metro or remote policy, your years at level, and scarce skills the postings flag.
Turning data into a number
From the band, set three figures: your walk away floor, your target, and your ask, placed at or just above the band’s top, supported by two or three proof points from your record. Quote it as a researched range in conversation, let the employer respond first when possible, and negotiate the package, bonus, equity, flexibility, title, when base stalls. You did the pricing work; the meeting is just the invoice.
Frequently asked questions
What if my state has no pay transparency law?
Postings from transparency states for remote or multi state roles still show ranges for your exact job. Companies increasingly publish one national range, which you can read from anywhere.
Should I ever share my current salary?
Many states bar employers from asking, and you are rarely obliged to volunteer it. Redirect to the range you are targeting based on market data for the role.
