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Again, this doesn't make a tremendous amount of sense without location data. I'm voting with my salary adjusted to San Francisco levels by using the following adjustment tool:

http://www.bestplaces.net/col/

I'd recommend that people do the same so we can remove a substantial source of noise from this poll and actually get a meaningful distribution.




That calculator is making a very common and yet very fundamental error: It assumes that cost of living adjustments should apply linearly across a salary range.

It costs more to live in San Francisco that it does to live in Detroit. However, that additional cost is largely static: You'll pay a lot more for housing, you'll probably pay noticeably more for food, and you may pay somewhat more for clothing and other items. You won't pay more for a car (if you have one), you won't pay more for the items you buy from Amazon, and you won't pay more for your Netflix subscription.

If you earn $30,000/year, the difference in cost of living between San Francisco and Detroit will be dramatic. You may not be able to afford a place to live in San Francisco at all on that salary.

If you earn $300,000/year, the difference will be almost negligible, since your living expenses will be a trivial portion of your income. (The one kicker will be housing--you'll probably need to settle for a smaller living space.)

It doesn't make any sense to apply a cost of living adjustment as a strict multiplier, which that calculator does. It claims that someone making $30,000 in Detroit will need an $80,000 salary in San Francisco to be equivalent, while someone making $300,000 will need $800,000.

That's clearly ludicrous. It does not cost an additional $500,000 annually to live in San Francisco.

Determining equivalent cost of living is a complex question, and will always be imprecise. There are things that simply can't be converted--on my current salary, I could afford to buy a house with a hundred acres of surrounding woodland near my home town. There is no amount of money in the world that will buy that in San Francisco. Equally, there are many things available in San Francisco and its environs that can't be had for love or money in my home town.


I think you grossly underestimate the difference in housing costs.

In the Research Triangle area of North Carolina, you can get this 1300sft house for $643/month: http://www.zillow.com/homedetails/211-Barbary-Ct-Cary-NC-275...

In Palo Alto you are looking at this 1140sft house for $4922/month: http://www.zillow.com/homedetails/4205-Wilkie-Way-Palo-Alto-...

This is not an extreme example. Housing costs in NC are a small fraction of what they are in the valley.

Also notice that the housing prices in NC are very consistent, the bubble didn't happen there. The values in Palo Alto swing up and down 30% or more in a span of 2 years.

Obviously the job market is better in Palo Alto, but top talent can get a job anywhere.

Consider a hypothetical engineer (software developer in east coast terminology). He might make around 100k in NC, and $140k with a good gig in the bay. After taxes, 401k, etc lets say this is a take home income of 60k and 95k. The valley engineer is paying $59064 for housing, leaving him around 36k for every other expense in his life, around $3k per month.

The Raleigh engineer pays $7716 for housing, leaving him $53k, or around $4415 per month.

So after you subtract housing, assuming purchase, the Raleigh engineer is better off initially. Of course, assuming Palo Alto housing prices don't plummet, the valley engineer is putting equity into the house which he can use if he moves for retirement.

Of course, there are other benefits to living in the valley, such as not having to live in North Carolina. Weather, opportunities, schools, healthcare, and the job market are far better here.

I previously lived near the area in NC that I'm describing, and I left to come work for a startup in Palo Alto. The quality of life here is far better.

Housing is outrageous though, but that is primarily a function of geography, being in a narrow valley near the sea, there is simply no room to expand. That is why all the towns in the valley are fighting high speed rail, they know that once the pressure is released by allowing easy access to jobs in the valley, housing prices will drop shockingly.


This is partly why lax lending standards did so much damage. Anyone spending 2/3 of a single net income on a mortgage is one minor life event away from being completely screwed, so much so that banks wouldn't even offer you that much rope until a few years ago (when they could sell it off with a bogus rating). Now it's going to be a long and reluctant price adjustment back to what the majority even here can realistically afford. In the meantime, I rent within my means as a single (about a mile away from that house), so the wage difference for being here is huge for me.


So after you subtract housing, assuming purchase, the Raleigh engineer is better off initially. Of course, assuming Palo Alto housing prices don't plummet, the valley engineer is putting equity into the house which he can use if he moves for retirement.

And the NC person isn't putting equity in to a house?


The value of the house is about 1 year of salary for the engineer in NC, and about 5 years of a higher salary for the engineer in the Valley. No, its not a better deal for the valley engineer still, but at least they have something to show for all those mortgage payments that are bleeding them dry.


> Determining equivalent cost of living is a complex question,

While that's true, the calculator presented isn't as bad as you make it out to be. It splits up the calculations across several different indexes. Food, Housing, Utilities, Transportation, Health, and Misc.

It's increase is based merely on the average. This is probably fair, considering if you want to maintain the same life style you have in one location, this gives you an estimate as to what you'll need. And I imagine if you live in Detroit and spend a substantial portion of that on housing, you'll need that much of a pay raise to maintain that same level of housing. You even suggest this: "The one kicker will be housing--you'll probably need to settle for a smaller living space."

That's the point. The monetary comparison assumes you maintain the same level of housing. Obviously it's not precise. However, if you accept that housing will be different, you can remove it from the equation. In this case, the overall percentage is used, but housing is the reason for that. Remove housing, and it helps get a good idea of overall living costs.


You can't maintain the same level of housing no matter where you are. That's what my example comparing my home town (backwoods Connecticut) with San Francisco is about--it simply doesn't make any sense at all to compare a hundred acres in rural farmland with the equivalent housing situation in a major metropolis. Cost doesn't really enter into it.

The type of housing you can afford is a quality of life issue as much or more than it is a cost of living issue. If you live in San Francisco or New York, you accept a smaller living space than you'd get elsewhere. In return, you get access to nightlife, concert venues, and other amenities that can only be had in a densely-populated area.

If living on a hundred acres of woodland is important to you, you will not live in San Francisco. If being able to bike to work is important to you, you will not live in Los Angeles. If staying out of the cold is important to you, you will not live in Minneapolis. Money won't buy you any of these things.

At some levels, it may seem that it's just an issue of money. You can, of course, buy a detached, single-family house in San Francisco. It'll cost you millions, but you can do it if you're rich enough. Attempting to paint this as a difference in cost of living, however, is simply disingenuous--the detached home in San Francisco is the local equivalent of a mansion in my home town. It's not equivalent, any more than hiring Michael Franti to make a personal trip out to Connecticut to play for you would be equivalent to catching a show at a local concert hall.

And, finally, it's important to remember that unless you're living entirely hand-to-mouth, not all of your income goes to living expenses. If you're in the well-paid engineer club, then hopefully only a relatively small portion of your income goes to living expenses. Moving from a cheap location to an expensive one may increase that portion, but it doesn't make any sense at all to multiply your current income by a constant factor to determine the "equivalent" in a different location. That's what that calculator does, and it's deceptive and wrong.


> You can't maintain the same level of housing no matter where you are.

I realize that, and what you said. My point was, the numbers there had housing playing a major role in affecting your cost of living. Simply put, if I wanted the same 4 bedroom, 2500 sqft house between here and San Francisco, it's going to cost me a LOT more. However, if I ignore the housing, the rest of the estimates are still useful, and as a result, you can still find out how much more or less you need to make to maintain what you are used to.

> That's what that calculator does, and it's deceptive and wrong.

If you look at the numbers blindly, sure. But their is value in knowing the comparative values in things besides housing. After all, it's not just giving you one single number.

My argument isn't that the calculator is completely right, only that it's not completely useless as you make it out to be.

Finally, you also talk a lot about other factors. While it's true, it's also pointless. Of course people aren't going to just look at the calculator and base everything off that. However, for many people, it's a helpful indication of what to expect. A 20% increase across the board for all expenses could mean someone moving for a job for a small pay raise might need to plan accordingly.

Basically, knowing how much things cost relative to where you are now is important. Yes, the more money you make, the less it matters, but there are far fewer people in that situation.


If we do that then we would be trusting that tool, which doesn't look right to me. (I don't think that SF is 138% more expensive than Miami, FL.) Let's put whatever we make, knowing that it's just an approximation.

By the way, I'd rather live in an expensive city making proportionally more money, because my savings would also be proportionally larger, and when you're buying a plane ticket to Europe online or a pair of shoes at Zappos, they don't check your zip code to give you a price.


I live in San Francisco and it is probably 138% more expensive than Miami, FL. A cheapo 1br in the city runs around $1200 a month. Nice places cost $1500-2500 a month. I'm paying $2k a month myself but it's a really nice place w a Golden Gate Bridge, Alcatraz, and city view. How much are places in Miami?


That's only "renting" and prices are not too far off in Miami based on your numbers (a place equivalent to yours in Miami I would say cost "maybe" a little less). How about food, clothe, transportation? Are those things also more than twice more expensive? No way. For example, you can live without a car in SF because public transportation there is decent. In Miami you need a car as you need your legs.

And I'm not even considering the benefits that a globalized world brings to "expensive" cities. In other words, if we assume that everything is 138% more expensive in SF then savings will also be 138% larger and, in the "equivalence equation", you have to factor in the purchasing power of San Franciscans in markets outside SF and Miami, otherwise you'd be saying something of the sorts of: To maintain your standard of living when you move to SF from Miami you need to make 138% more money (and by the way, you'll get a 20 days vacation in Spain for free).


To be honest, you can usually shop better in large cities than you can in small ones. Flights are cheaper, you have more specialized discount stores, the amount of competition is higher. Big box pricing is also fairly consistent country wide. You'll find 'levi signature' jeans for $10 on clearance in the Mountain View Target and in the Austin Target.


As someone that moved to the bay area from Miami 6 years ago 138% sounds about right to me. Comparing apples to apples you would need to compare Biscayne, Coconut Grove, Coral Gables in Miami to SF. Those neighborhoods are $1,000 to $2,000 a month.


As someone making the move from Miami to SF I can give some approximations that are hopefully time-accurate. Brickell/Downtown/South Beach/Grove 1BR prices are in the $1200-1600 range down here now for a now standard pad. You can of course go much higher, but not much cheaper (cheapest I've seen is $1100, a total steal these days). I myself have paid $1250 or so the last few years, however the building I just left in Brickell now has 1BRs starting at $1400. Demand has certainly moved the price needle up in the cooler parts of town here. For a similar looking place in SF I'm looking at the $1800-$2000 range in similarly cool parts of town. I could of course venture out to the Richmond and save/get more space but that's the same anywhere. In keeping apples to apples I'm comparing the Miami areas above to Nob Hill/Russian Hill/North Beach/Marina/Pac Heights/Inner Richmond areas. If I'm off in the SF comparisons someone please DO let me know. :)


i've lived in SF for 6 years. I have no idea where you can get nice 1BR place with GG Bridge and Bay Views for $2k! Let us know!


Oooh, sorry, I messed this one up. To clarify, I live in a 2br with a friend and it's $4k a month for the both of us. $2k a person.


I'm not sure that is accurate. To my surprise...my NYC salary of $176,000 adjusted to San Francisco should be $217,151

Is SF really more expensive then NYC?


Use WolframAlpha instead: http://www.wolframalpha.com/input/?i=%24176%2C000+in+manhatt...

More accurate and they give a lot more details to the data.

*Note: I specifically stated 'Manhattan' in that query


Depends on where you live in NYC. Average salary in Manhattan is $120k.


From the breakdown provided by the calculator, it looks like the big differentiator is housing costs (369 vs 250). My guess would be that they are using housing data for places like Queens/Brooklyn, where housing can be considerably cheaper than Manhattan, but are not considering places like South San Francisco, Colma, etc. when calculating the housing prices for San Francisco.


Queens / Brooklyn (other than Williamsburg) can be orders of magnitude cheaper than Manhattan.

Colma / South SF / Oakland are probably 30% cheaper than SF. Still cheaper, but not overwhelmingly so.


I'm not sure - never lived in either place. I'm not particularly tied to that calculator, it just came up first in a Google search. I do, however, think it's important to remove the location parameter from the salary function as best as we can. Otherwise the distribution of results is meaningless.


No I don't think so. You will have a lot of people who live in average places and have average salaries entering in their information, and any information generated from data is going to be representative, and reveal something about average salaries in average places. Then you might get a whole bunch of people in expensive places entering in their large salaries, and any information generated from that data will reflect that.

Then you will have a smaller number of people living out in the country, entering in their low salaries. Now there aren't too many of them so the affect they have on the statistics is proportional to their number.

Basically, you will end up with a number like 70k as an average salary. And that means something. It means the average developer, wherever he may live, earns about 70k. Sure people in expensive places earn more than that on average, people in cheaper places earn less. But that is obvious, each person in each place entered their salary and they all counted towards the average.

Now if everyone decided to try and correct away location, whatever that means, and scaled their salaries up to some arbitrarily expensive city, you might end up with a value like 120k, when in fact a vast majority of people are earning less than that. How is that representative? How is that useful or meaningful? Even people living in expensive cities are going to look at that value, and think they are earning below average when they aren't.


In my personal experience, there's a growing trend of developers working remotely from wherever they want. As that trend becomes more mainstream, I would expect regional differences in developers' salaries to shrink.

So I don't think the poll is meaningless without geography.


  Yes, although a large part of it depends on if you want to rent or buy. Rent is comparable in both cities from what I've seen, although nyc (unlin=ke san francisco) has semi reliable public transport and more rent friedly areas with reasonable commutes.


Sheesh, I live in Austin, TX and according to that, my salary adjusted for San Francisco nearly doubles.


Haha: "Housing is 581% more expensive in San Francisco."

And I live in the Northeast!

I mean, I guess they would need to pay me a lot more, because I literally could not spend 6x my current rent, because that would be all of my income.


I think it means you would have 6 times less housing for what you're paying now (although that could also be non-sensical).


Too many people confuse SF with the Bay Area. SF is just one city in a much larger populated region. You don't need to live in SF proper even to work there. And housing is cheaper outside of the City than in it (generally).


Tell you what, Mountain View / Palo Alto is getting ridiculous. My 650sqft one-bedroom which cost $1700 2 years ago, is going up to $2600 when I move out. Granted you can still find cheaper in Mountain View, and you can get wayy cheap in the East Bay, but honestly the city is not looking so expensive to me these days.


The $150/month bridge toll tax difference is how you should calculate the rent.


It's just a pain to bart/caltrain/drive every day.


I think that in addition to location, degree of expertise or years of experience are important factors which often correlate with location. For instance, if you live in the midwest and make your living tweaking wordpress themes, you may consider yourself a "programmer". However, that wouldn't fly in a major city. So I would speculate that salaries are higher in SF, for example, but the quality of the "programmer" is significantly higher than in other locations. Just my 2 cents...


Why? How are honest values more "noisy" than faked ones? I mean if it turns out that more programmers work in places that have San Francisco salaries, then those values will dominate anyway. If people in other smaller cities with lower salaries artificially inflate theres for the survey, they survey will present a skewed result. If they enter the correct values, then whatever information can be extracted from it will also be more accurate.

I recommend people don't enter "adjusted" information in.


Wow. It says Palo Alto, CA is 71% MORE expensive than NYC. That result alone left me feeling that this data is not what I am looking for. I have lived in both places and disagree. I am curious about what "NYC" means to this site.


Location, location, location.

It would probably make a lot more sense to compare Palo Alto to a rich neighborhood in NYC, or even to Manhattan proper, rather than to NYC as a whole.

Compared to NYC, Palo Alto is tiny, way less populated, and way less densely populated -- and there are still plenty of dirt cheap places to live in NYC (though you might not want to live in those places, for various reasons).

Living in Palo Alto would be more like living on the Upper East Side or in the Wall St district.


Just did a comparison between East Lansing and San Francisco on that site. Salary went up 2.25 times. SF cost of living is 1.5 times and rent is 6.6 times as expensive. Holy cow!


If you ever need to run a poll with location data -- please feel free to use my site: http://gopollgo.com -- we give awesome reports and location data all free of charge.




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