Posts filed under “Think Tank”

Will Silicon Alley Be the Next Silicon Valley?

Will Silicon Alley Be the Next Silicon Valley?
Jason Bram and Matthew Ploenzke
Liberty Street Economics, July 2015





Update: We broadened our definition of Silicon Valley and present more complete data on that region’s trends in the comments section of this post. In the body of the piece, we also corrected the NAICS code for Scientific R&D Services.


For at least the past few decades, New York City’s economy, both its booms and busts, have been driven primarily by the finance sector, or more specifically the securities industry (a.k.a. Wall Street). In contrast, the city’s current economic boom—one of the strongest on record—has seen virtually no job growth on Wall Street. Much of the job creation has been in lower-paying sectors like retail trade, restaurants and hotels, and health care and social assistance, with some of the fastest job growth going on in what would be considered “information technology” industries—jobs that pay quite well for the most part. But how big is the Big Apple’s “tech sector,” how fast has it been growing, and how does it stack up against other tech hubs across the United States? Before addressing these questions, we must first answer a more fundamental question: what exactly is the tech sector?

How We Define the Tech Sector
This question is actually trickier and more subjective than it may appear. Traditional industries are classified based on what they produce, be it a manufacture or a service. But what we often think of as tech companies are actually just firms that are good at exploiting current technology in more traditional industries: local firms like Etsy (retail marketplace), Spotify (music distribution), Refinery29 (fashion magazine), and Uber (transportation services). A recently published study on the city’s “tech ecosystem” defines tech industries as those that “enable or produce technology,” but also notes that there plenty of tech jobs (based on occupational classifications) in non-tech industries.

While we recognize the important role and sizable number of tech jobs in traditional industries—for example here at the New York Fed—we will focus on a handful of industries in which firms use technology as the core of their business strategy. These industries will serve as a rough proxy for the tech sector. We then use these specific industry codes, as defined by the North American Industrial Classification System (NAICS), to approximate the relative size of New York City’s tech sector, to gauge how fast it has grown, and to compare New York with other leading high-tech cities. For the analysis presented below, we specifically focus on the following industry codes:


• NAICS 334 Computer Manufacturing
• NAICS 454111 Electronic Shopping
• NAICS 5112 Software Publishing
• NAICS 518 Data Processing, Hosting & Related Services
• NAICS 51913 Internet Publishing & Broadcasting and Web Search Portals
• NAICS 5415 Computer Systems Design & Related
• NAICS 5417 Scientific R&D Services


There are other industries that we arguably could have included—most notably telecommunications. However, we opt to exclude this industry, because most of these jobs are not what are typically viewed as “techie.” In fact, the vast majority of employment is at firms that rely more on existing infrastructure (such as fiber optic networks) than the development and creative implementation of technology as their primary productive asset.

A Geographic Profile of New York City’s Tech Sector
When asked where tech firms in the city are located, many New Yorkers will mention Silicon Alley in Manhattan—roughly speaking, the area between the Lower and Midtown Manhattan skylines. But as shown in the map on page 13 of this study, there are also plenty of tech firms in both Lower and Midtown Manhattan, as well as some clustered in neighborhoods of Brooklyn and Queens near the East River, where distance to Manhattan is minimized. Similarly, this map of New York tech start-ups shows that they proliferate throughout the southern part of Manhattan, while there are a few such clusters in nearby parts of Brooklyn and Queens.

Using 2014 data from the Quarterly Census of Employment and Wages, we see that the vast majority of the city’s tech sector jobs (86 percent) are in Manhattan, while most of the rest are in Brooklyn and Queens. Overall, tech, as defined here, accounts for about 3½ percent of jobs citywide but almost 5 percent in Manhattan, which is about a percentage point above the nationwide share. Moreover, these industries, taken together, pay fairly well: an average of roughly $118,000 per year citywide as of 2013—not quite on par with the securities industry, but well above the citywide average for all jobs of $84,000. By far the largest of these industries is defined as Computer Systems Design & Related, which accounts for more than half of the city’s tech jobs (above the U.S. average of 40 percent). New York City also has a relatively high concentration of jobs in Electronic Shopping and Internet Publishing & Broadcasting and Web Search Portals. This makes sense when we consider that such firms as Spotify, Facebook, Etsy, BuzzFeed, and Seamless all have offices located in New York City. The numbers above illustrate the current tech landscape here, but how has this landscape changed over the past few years?

Recent Trends in the Tech Sector
Tallying up jobs or even income in just these industries will tend to understate the absolute size of New York City’s tech sector because it misses some businesses like online magazines, web-based advertising firms, and so forth. This count also does not include the self-employed—for instance, web designers, programmers, and other consultants who work on contract and are not on any firm’s payroll. Still, these job tallies can be useful for gauging trends and growth rates in the tech sector. The chart below shows how employment in New York City’s tech sector, as we define it, changed from 2007, before the Great Recession, to 2014, for which we have the latest available data.


New York City Tech Employment in Selected Industries


During this period, in which Wall Street employment fell by more than 25,000 (or roughly 11 percent), employment in these seven tech industries grew by 40,000 (57 percent)—nearly six times faster than citywide employment overall. But hasn’t the tech sector been growing like gangbusters throughout the nation? Apparently not so much: over the same seven-year period, nationwide employment in these industries has expanded by just 12 percent. This partly reflects the fact that computer manufacturing, which has been shedding jobs, represents a much larger share of this cluster nationally than locally. But even if we take manufacturing out of the mix, job growth in New York City’s tech sector still outpaces growth nationwide, 60 percent to 27 percent, or more than double.

How Does New York City Compare with Other Leading Tech Hubs?
Given that Manhattan does have an above-average share of tech jobs, how does it compare with other counties that are known as high-tech hubs, in terms of both level and trends? The chart below shows the comparative size and growth rate of the tech sectors in selected areas. While the sheer number of tech jobs in New York City (113,000), including Manhattan (84,000), is formidable, the share of local private-sector employment in technology is not even close to the proportion in the prime tech counties of Middlesex (Boston), King (Seattle), San Mateo (San Francisco), or Travis (Austin). Interestingly, only in the New York City and Seattle metro areas does the highest concentration of technology firms appear to be located in the central city. In the Boston, San Francisco, and Austin areas, tech firms tend to be concentrated in outlying areas—Route 128, Silicon Valley, and the Silicon Hills, respectively. San Francisco does have a relatively high concentration of tech jobs, but much less so than Silicon Valley (San Mateo County). Nonetheless, the fastest growth in tech employment seems to be in the central cities—a fairly recent trend discussed in this 2012 Wall Street Journal article.


Share of Total Private-Sector Jobs in Tech


One such central city, New York, has done comparatively well. As we see in the next chart, from 2007 to 2014, tech employment grew by 57 percent (40,000 net jobs)—considerably faster than in Silicon Valley (36 percent) or Route 128 near Boston (15 percent). As mentioned above, tech employment tended to grow rapidly not only in Manhattan and New York City as a whole but also in other counties that include primary central cities: by 79 percent in Suffolk County (Boston), and by a stunning 157 percent in San Francisco county. Meanwhile, tech employment grew 44 percent in King County (Seattle) but by a more modest 14 percent in Travis County (Austin). But it is difficult to gauge exactly what’s going on within these counties—more than just anecdotally—because they each comprise both the central city and the respective suburban tech hub (Redmond/Bellevue and Silicon Hills), and detailed jobs data are available only down to the county level.


Tech Job Growth in Selected Areas


New York City has a sizable tech sector in absolute terms. While its relative importance in the local economy pales in comparison with the other tech hubs, New York City has been creating tech jobs at a brisk pace and apparently benefitting from the broad trend toward urbanization, suggesting that it is quickly catching up as a leading tech hub.

The views expressed in this post are those of the authors and do not necessarily reflect the position of the Federal Reserve Bank of New York or the Federal Reserve System. Any errors or omissions are the responsibility of the authors.


Jason BramJason Bram is a research officer in the Federal Reserve Bank of New York’s Research and Statistics Group.

Matthew Ploenzke is a research associate in the Research and Statistics Group.

Category: Technology, Think Tank

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Category: Economy, Philosophy, Think Tank

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Category: Think Tank