You have the offer letter. There's a number on it. You have about 48 hours to respond. And the question eating at you is: is this good? Am I leaving money on the table? Or is this generous and I should just sign?
Here's how to answer that question with data instead of anxiety.
Step 1: Find the BLS percentile range for your role and city
Forget Glassdoor averages. Go to the Bureau of Labor Statistics data — or just look it up on AffordMap — and find the percentile distribution for your exact occupation in the metro where the job is located.
You're looking at five numbers: the 10th percentile (entry-level), 25th, median (50th), 75th, and 90th (senior/expert). These represent the actual distribution of what employers pay for this role in this geography, based on over a million employer surveys.
For example, if you're a registered nurse with an offer in Dallas:
| Percentile | Salary |
|---|---|
| 10th | $58,900 |
| 25th | $67,400 |
| Median | $79,200 |
| 75th | $92,800 |
| 90th | $108,600 |
Step 2: Figure out where the offer falls
If your offer is $72,000, you're between the 25th and 50th percentile. That's below median — meaning more than half of nurses in Dallas earn more.
Does that mean it's a bad offer? Not necessarily. Where you should fall depends on your experience.
A rough mapping:
- 0-2 years experience: 10th-25th percentile is normal. You're entry-level and employers know it.
- 3-5 years: 25th-50th percentile is expected. You bring proven competence.
- 5-10 years: 50th-75th percentile is appropriate. You have specialization and reliability.
- 10+ years or specialized skills: 75th-90th percentile. If you're below the 50th with a decade of experience, something is off.
So that $72K offer for a nurse with 8 years of experience? It's low. The data says you should be closer to the 75th percentile — $92K in Dallas.
For a new grad nurse? $72K is above the 25th percentile and a solid starting point. You have no leverage to ask for much more because the market for entry-level nurses in Dallas genuinely starts in the low $60s.
Step 3: Adjust for total compensation
Salary is the biggest number, but it's not the only one. Two offers with identical base salaries can differ by $10K-$20K in total value.
Things to compare:
Health insurance. Ask what the employee premium is. Some employers cover 90% of a family plan ($800/month value). Others cover 50% of a single plan ($200/month value). That gap is $7,200/year.
Retirement match. A 4% 401(k) match on $80K is $3,200/year of free money. A 0% match is $0. If you're comparing two offers and one has a match, add it to the total.
PTO. Two weeks vs. four weeks of vacation at $80K is a $3,077 difference in implied hourly rate. More importantly, it's your time.
Signing bonus. Divide it by the number of years you plan to stay. A $10K signing bonus at a job you'll leave in one year is $10K. At a job you'll stay five years, it's $2K/year. It's nice, but don't let it cloud the base salary math.
Remote flexibility. Hard to quantify, but if full remote saves you $200/month in commuting and $150/month in work lunches, that's $4,200/year.
Step 4: Check what this salary buys you locally
An $80K offer in Dallas and an $80K offer in Boston are not the same thing. You know this intuitively, but you need the specific numbers.
In Dallas: ~$5,340 take-home/month minus $1,350 rent leaves $3,990.
In Boston: ~$4,860 take-home/month minus $2,100 rent leaves $2,760.
The Dallas offer gives you $1,230 more per month in disposable income. That's $14,760 a year — which means a $65K offer in Dallas is financially equivalent to an $80K offer in Boston.
Every salary page on AffordMap shows this breakdown automatically. Look up your job and your city before you negotiate.
Step 5: Negotiate (if the data supports it)
If you're below the median with experience that warrants median-or-above, you have a case. Here's how to make it:
Don't say: "I was hoping for more" or "My friend makes more."
Do say: "I'm excited about this role. I want to make sure we're aligned on compensation. Based on Bureau of Labor Statistics data, the median for [role] in [city] is [number], and the 75th percentile is [number]. Given my [X years] of experience and [specific skills], I believe a salary in the [target range] would better reflect the market rate. Is there flexibility here?"
This works because you're citing the same data source that HR departments use internally for compensation benchmarking. You're not guessing. You're referencing the federal government's employer survey.
What if the offer is fair?
Sometimes the offer is right where it should be. If you're a mid-career professional getting an offer at the 50th-60th percentile with solid benefits, you might not have much room to negotiate. That's fine. Knowing the number is fair is just as valuable as knowing it's low — it saves you the anxiety of wondering.
Accept it with confidence. Start building toward the 75th percentile.
The total compensation equation
Base salary is the biggest number, but it's not the only number. Two offers at the same base salary can differ by $15,000-$30,000 in total compensation once you factor in everything else.
Health insurance. Employer-sponsored health plans vary wildly. One company might cover 90% of premiums ($6,000/year employer contribution), while another covers 60% ($3,600). That's a $2,400 difference that doesn't show up in the salary figure. Ask for the employee premium cost per paycheck, not just whether insurance is "offered."
Retirement match. A 4% 401(k) match on an $80K salary is $3,200/year in free money — but only if you contribute enough to get the full match. Some companies match 50% of your first 6%. Some match dollar-for-dollar up to 3%. Some offer no match at all. The match percentage is effectively a salary bump you have to opt into.
PTO and holidays. 15 days of PTO versus 25 days is two full weeks of work. At $80K, each day of PTO is worth about $308 in gross pay. Ten extra days: $3,080 in equivalent compensation.
Remote work. A fully remote position eliminates commuting costs ($3,000-$8,000/year in gas, transit, parking, and car wear depending on city) and often allows you to live in a cheaper metro. A hybrid-remote role with 2 days in office still saves 60% of commuting costs.
Stock or equity. RSUs, stock options, and profit-sharing are harder to value because they depend on the company's future performance. For public companies, RSUs have a clear dollar value. For startups, options are speculative — worth potentially millions or potentially nothing. Value them conservatively: half of the stated value for public company RSUs, zero for startup options unless you have strong conviction in the company.
Signing bonus. A one-time payment that bridges the gap between your current salary and the new offer. It's taxed as regular income (often at a higher withholding rate), so a $10K signing bonus might net you $6,500-$7,000 after taxes. Divide it by 12 to see the monthly impact over your first year.
When comparing two offers, add it all up: base salary + employer health contribution + retirement match + PTO value + remote savings + equity estimate + signing bonus (annualized). The offer with the higher base doesn't always win this equation.
Look up your numbers
Search your job title on AffordMap to see the full percentile range in your city, plus what the salary actually buys you after rent and taxes. You can also compare offers across cities with the cost of living tool.
Salary percentiles from BLS Occupational Employment and Wage Statistics. Total compensation guidance is general in nature and not financial or legal advice. Full methodology.