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Assessing the quality of a labor market is challenging because no standard metrics exist.

Since salaries are the largest expense for most companies seeking tech talent, the quality of that tech talent is becoming one of their most important considerations. Figure 34 plots a quality assessment for software developers against their average salary by market to illustrate this trade-off across the top 50 tech talent markets.

Software engineer quality was measured by the number and concentration of software engineers with three or more years of experience and who graduated from one of the top 25 computer science schools in the U.S. and top five in Canada, as determined by U.S. News & World Report. The highest-cost markets (San Francisco Bay Area and Seattle) also have the highest concentration of quality software engineers. Nevertheless, good, high and very high concentrations of quality software engineers are available in relatively low-cost markets, providing a range of options. Due in part to exchange rates, the Waterloo region and Vancouver in Canada provide the best value when it comes to cost and quality, followed by Madison, WI and Pittsburgh in the U.S.

Salaries are the largest expense for most companies seeking tech talent, the quality of that tech talent is becoming one of their most important considerations.

The following chart plots a quality assessment for software developers against their average salary by market to illustrate this trade-off across the top 50 tech talent markets.

Tech Talent Quality vs. Cost Analysis

The highest-cost markets (San Francisco Bay Area and Seattle) also have the highest concentration of quality software engineers.

Nevertheless, good, high and very high concentrations of quality software engineers are available in relatively low-cost markets, providing a range of options.

Due in part to exchange rates, the Waterloo Region and Vancouver in Canada provide the best value when it comes to cost and quality, followed by Madison, WI and Pittsburgh in the U.S.

Figure 34: Estimated One-Year Company Costs by Market (500 Employees; 60,000 Sq. Ft. of Office Space)

STT_Figure-34_5-1000px-mobile-3

Source: U.S. Bureau of Labor Statistics, April 2024, Canada Statistics April 2024, U.S. News & World Report, CBRE Labor Analytics, CBRE Research, 2024.
LinkedIn Disclaimer: LinkedIn Talent Insights data is derived by aggregating profile data voluntarily submitted by LinkedIn.. As such, LinkedIn cannot guarantee the accuracy of LinkedIn Talent Insights data.
* Concentration of software engineers/developers with 3+ years of experience that have earned degrees from the top 25 computer information science programs in the U.S. and top 5 in Canada relative to total software engineers/developers, as rated by U.S. News & World Report.
** Data in US$.

Figure 34: Tech Talent Quality vs. Cost Analysis

STT_Figure 34_1

Salaries are the largest expense for most companies seeking tech talent, the quality of that tech talent is becoming one of their most important considerations.

The following chart plots a quality assessment for software developers against their average salary by market to illustrate this trade-off across the top 50 tech talent markets.

STT_Figure 34_2

Tech Talent Quality vs. Cost Analysis

STT_Figure 34_3-2

The highest-cost markets (San Francisco Bay Area and Seattle) also have the highest concentration of quality software engineers.

STT_Figure 34_4-2

Nevertheless, good, high and very high concentrations of quality software engineers are available in relatively low-cost markets, providing a range of options.

STT_Figure 34_5-2

Due in part to exchange rates, the Waterloo Region and Vancouver in Canada provide the best value when it comes to cost and quality, followed by Madison, WI and Pittsburgh in the U.S.

Source: U.S. Bureau of Labor Statistics, April 2024, Statistics Canada, April 2024, U.S. News & World Report, CBRE Labor Analytics, CBRE Research, 2024.
LinkedIn Disclaimer: LinkedIn Talent Insights data is derived by aggregating profile data voluntarily submitted by LinkedIn members. As such, LinkedIn cannot guarantee the accuracy of LinkedIn Talent Insights data.
* Concentration of software engineers/developers with 3+ years of experience that have earned degrees from the top 25 computer information science programs in the U.S. and top 5 in Canada relative to total software engineers/developers, as rated by U.S. News & World Report.
** Data in US$.
Good, high and very high concentrations of quality software engineers are available in relatively low-cost markets.

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Overall Rank: #
Labor Pool
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Recent Tech Grads
Ranked # by highest amount of grads
Average Salary
$250K
Ranked # by highest salary
Talent Quality

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