Why Location-Based Pay Is Suddenly Everywhere
If you’ve been working remotely for a while, you might have noticed a shift in how companies talk about salary. The job posting you saw last week listed a range, but the offer you actually get depends on your zip code. That’s not a glitch — it’s a deliberate policy that’s spreading fast. According to recent data, 68% of fully remote companies now apply location-based pay adjustments, up from 41% in 2022. What used to be a niche practice among big tech firms has become mainstream, and it changes the math for anyone who moved out of a high-cost city thinking their salary would follow.
This isn’t about whether remote work is fair or not. It’s about understanding the system that determines your paycheck, so you can make decisions with your eyes open — whether you’re negotiating a new role or wondering if your current employer is about to recalculate your compensation.
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Why Location-Based Pay Is Suddenly Everywhere
Ten years ago, if you worked for a company in San Francisco, you got San Francisco pay — even if you lived in Ohio. The logic was simple: your labor competes in the same market as your coworkers. Remote work broke that assumption. Once employees could live anywhere, companies realized they were overpaying for talent in lower-cost areas. The shift to location-based pay is essentially a cost-cutting measure dressed in fairness language: “It’s only fair that you’re paid according to the cost of labor where you live.”
But the fairness argument cuts both ways. If you move from a high-cost city to a low-cost one, you might keep the same workload and performance level while taking a 15–35% pay cut. That stings, especially when your employer saved on office space and you’re covering your own internet and electricity. Still, the trend is accelerating because the savings for companies are real and the talent pool has become global.
How Companies Decide What You’re Worth Where You Live
Not all location-based pay is calculated the same way. There are two main models, and they produce very different numbers.
Cost-of-labor models compare your local market salary against published benchmarks from sites like Levels.fyi, Radford, and LinkedIn Salary. If the market rate for your role in Austin is 10% lower than in San Francisco, your salary gets adjusted by roughly that amount. Google, Meta, and Apple use this approach. It tends to produce smaller cuts — typically 5–20% below Tier 1 for mid-cost cities.
Cost-of-living models rely on city cost indices from Numbeo, ERI, or NerdWallet. These measure housing, groceries, utilities, and transportation. Because living in a cheaper area doesn’t reduce your job responsibilities, these adjustments can be deeper — often 15–35% below Tier 1. Many pre-IPO startups use this model, partly because it’s easier to communicate and partly because it saves more money.
The difference matters. Under a cost-of-labor model, a senior engineer moving from San Francisco to Denver might see an 8% cut. Under a cost-of-living model, the same move could mean a 20% reduction. That’s thousands of dollars a year, and it’s not immediately obvious from the job posting.
Assuming the pay adjustment is set in stone before you negotiate. Many companies have loose internal ranges, and senior or specialized candidates — especially at Staff+ level or in fields like machine learning and security — have more leverage than they realize. If you don’t ask, you’ll likely get the default number from a calculator, not the best number the company can offer.
The Math Behind the Cut — And Who It Hits Hardest
Public companies often define three to five geographic tiers. A common structure from the research looks like this:
- Tier 1 (San Francisco Bay Area, New York City, Seattle, Boston): 100% base salary
- Tier 2 (Austin, Denver, Chicago, Miami, Los Angeles, Washington DC): 88–92% of Tier 1
- Tier 3 (all other US locations): 75–82% of Tier 1
These percentages aren’t arbitrary — they’re derived from market data. But the gap between tiers can be jarring. A role paying $150,000 in San Francisco might drop to $120,000 if you live in a Tier 3 city. That might still be a great salary for that area, but it’s a 20% haircut for doing the same work.
Not everyone is equally affected. Senior and specialized candidates — Staff+ engineers, principal-level roles, security and distributed systems experts — are most sensitive to aggressive cuts. Companies need their skills more than the other way around. If you’re in that group, you have room to push back. Early-career and junior roles often have less leverage, though it’s still worth understanding where the company draws its tiers.
The research suggests that fully remote roles with location-based pay receive 31% fewer applications than those without. That tells us candidates are voting with their applications — they’re less willing to take a pay cut for a remote job than they used to be. If you’re applying, that lower application volume might actually work in your favor if you have the right skills.
What You Can Actually Do About an Adjustment
You’re not powerless, but you need a strategy that goes beyond “I want more money.” Here’s what I’ve seen work in practice:
- Research your market rate using salary tools from PayScale, Glassdoor, and Salary.com. Note the range for your role and experience level in your specific area.
- If the offer falls below that range, ask whether the company uses a cost-of-labor or cost-of-living model. Then ask to see the specific data they used — some companies share it.
- Highlight any specialized skills or certifications that justify above-market compensation. The more unique your expertise, the less a location calculator applies to you.
- Consider total compensation, not just base salary. Equity, bonuses, and remote benefits (home office stipends, internet allowance) can offset a lower base.
- If you’re in a state that requires disclosure — California, Colorado, and New York all mandate that job postings explain the location pay methodology — use that transparency to compare offers.
Clear upfront disclosure of the pay methodology reduces friction later. If the company isn’t transparent early, that’s a red flag. They might try to lowball you in hopes you won’t negotiate.
Another angle: look for roles that explicitly offer national pay bands instead of location-adjusted ones. These are still rare, but some fully remote-first companies (like Automattic and Basecamp) have experimented with paying the same for the same role regardless of location. It’s not a huge pool, but it’s worth factoring into your search.
The Hardest Trade-Off: Less Money for More Life
When your salary drops because you moved, it’s easy to feel undervalued — even if your buying power actually went up. The mental math of “I’m doing the same job for less” can gnaw at you, especially when you see coworkers in expensive cities earning more for the same output. The real trade-off isn’t just financial; it’s about whether the lower stress, cheaper rent, and extra space are worth the sticker shock of a smaller paycheck. Only you can answer that, but it’s worth being honest about the emotional weight of that decision before you make it.
I’ve noticed that the people who adjust best to a salary cut are the ones who reframe it as a choice they made for a reason — not something that was done to them. If you moved to a lower-cost area to be near family, have a yard, or reduce commute fatigue, that’s value that doesn’t show up on a pay stub. The key is to check in with yourself periodically: Is this trade-off still working? If it stops being worth it, you can always switch roles or renegotiate.
There’s also the practical reality that location-based pay can lock you into a location. If you take a job at Tier 3 pay and later want to move to a Tier 1 city, you might face a negotiation to bump up your salary. That’s not impossible, but it’s easier to handle before you accept the role than after. Some companies adjust pay upward if you relocate to a higher-cost area, but they rarely initiate that conversation — you have to ask.
Where This Is Headed
Location-based pay isn’t going away anytime soon, but the models are evolving. A few trends are worth watching:
- Hybrid models that blend cost-of-labor and cost-of-living to find a middle ground that feels fairer and reduces negotiation friction.
- Technology-driven tools that give both companies and employees real-time compensation benchmarks, making the process more transparent and harder to manipulate.
- Policy pressure from states requiring disclosure and potentially from federal regulation if remote work continues to grow. Some critics argue that location-based pay could have a disparate impact on protected classes if it penalizes people who live in lower-cost areas for systemic reasons.
- Global compensation models that standardize pay across countries rather than states, which is already happening in fully distributed companies hiring across time zones.
The bottom line: the system is still being built. If you’re in a role that’s being adjusted, you’re not just a passive recipient — you’re part of the data that shapes next year’s policy. That’s a good reason to speak up about what feels fair and what doesn’t.
Location-based pay is real, it’s widespread, and it’s not going away. But understanding the difference between cost-of-labor and cost-of-living adjustments — and knowing where you have leverage — gives you a fighting chance to negotiate effectively. The moment you stop treating salary adjustments as fixed numbers set by a faceless algorithm and start asking what model they use, you reclaim control. Your skills didn’t change when you moved cities. The only question is whether the company’s pay structure recognizes that.