Misc
Visualized: The Top Feeder Schools into Silicon Valley
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Open the large interactive version here
Open the large interactive version here
Visualized: The Top Feeder Schools into Silicon Valley
Silicon Valley is one of the largest and most prominent tech hubs in the world. It accounts for about one-third of America’s national investment capital and it houses the headquarters of over 30 companies in the Fortune 1000.
Given its world-class reputation, it’s the dream of many tech workers to land a job in a Silicon Valley company. But what’s the best route for getting there?
While there is certainly no clear-cut path, one way to try and answer this question is by looking at the universities and colleges that Silicon Valley employees graduate from.
This interactive map by Stephanie Cristea shows the top feeder schools to some of the largest companies in Silicon Valley.
A Look at The Top 30 Schools
The data for this graphic comes from a study by College Transitions, which looks at the top feeder schools for 12 different companies with employees in Silicon Valley, including Twitter, Alphabet, DocuSign, Meta, and eight other large businesses.
Using publicly available data from LinkedIn, the study looked at more than 70,000 entry level engineers and IT employees at these 12 different companies, and identified where they received their undergraduate degree.
Here are the findings of the top 30 feeder schools across all 12 companies:
Rank (Total) | Institution | # Employed | Top Employer |
---|---|---|---|
1 | Carnegie Mellon University | 1,356 | |
2 | University of Southern California | 1,252 | |
3 | University of California, Berkeley | 1,212 | |
4 | Georgia Institute of Technology | 1,094 | Microsoft |
5 | University of Illinois at Urbana-Champaign | 877 | |
6 | University of Washington | 876 | Microsoft |
7 | University of California, San Diego | 795 | |
8 | University of Waterloo | 793 | |
9 | University of California, Los Angeles | 704 | |
10 | Stanford University | 661 | |
11 | Columbia University | 651 | |
12 | University of Michigan | 632 | |
13 | Cornell University | 612 | |
14 | Northeastern University | 604 | |
15 | University of Texas at Austin | 578 | |
16 | University of California, Irvine | 482 | |
17 | San Jose State University | 470 | |
18 | Purdue University | 469 | Microsoft |
19 | University of Toronto | 466 | |
20 | New York University | 464 | |
21 | Massachusetts Institute of Technology | 405 | |
22 | University of Pennsylvania | 352 | |
23 | University of California, Davis | 333 | |
24 | North Carolina State University | 329 | |
25 | University of Maryland | 309 | |
26 | Duke University | 304 | |
27 | Harvard University | 260 | |
28 | University of Wisconsin, Madison | 249 | |
29 | University of Virginia | 244 | Microsoft |
30 | Brown University | 236 |
While this research is far from exhaustive, it provides a glimpse of where 12 of the largest companies in Silicon Valley source their talent, and what it takes to make it into the big leagues.
Adjusted Proportional Rankings
Next, let’s look at the ranking after being adjusted proportionally for each school’s undergraduate enrollment numbers (so smaller schools can be fairly represented in the data):
Rank (Adjusted) | Institution | # Employed | Top Employer |
---|---|---|---|
1 | Carnegie Mellon University | 1356 | |
2 | Columbia University | 651 | |
3 | Stanford University | 661 | |
4 | Massachusetts Institute of Technology | 405 | |
5 | California Institute of Technology | 78 | |
6 | Harvey Mudd College | 72 | |
7 | Georgia Institute of Technology | 1094 | Microsoft |
8 | University of Southern California | 1252 | |
9 | Rice University | 235 | |
10 | Harvard University | 260 | |
11 | Duke University | 304 | |
12 | Cornell University | 612 | |
13 | Northeastern University | 604 | |
14 | University of California, Berkeley | 1212 | |
15 | University of Pennsylvania | 352 | |
16 | Princeton University | 170 | |
17 | Brown University | 236 | |
18 | Santa Clara University | 180 | |
19 | Northwestern University | 226 | |
20 | University of Illinois Urbana-Champaign | 877 | |
21 | Swarthmore College | 36 | |
22 | University of California San Diego | 795 | |
23 | University of Washington | 876 | Microsoft |
24 | Yale University | 115 | |
25 | Washington University in St. Louis | 183 | |
26 | Johns Hopkins University | 143 | |
27 | University of Chicago | 156 | |
28 | University of California, Los Angeles | 704 | |
29 | University of Waterloo | 793 | |
30 | University of Michigan | 632 |
Interestingly, when looking at the adjusted figures, only two of the top 10 feeder schools are Ivy League institutions: Columbia, which comes second on the list, and Harvard, which just makes the cut at number 10.
Carnegie Mellon takes first place, with over 1,300 hired graduates across all 12 companies. While the Pittsburgh-based university is not an Ivy League school, it still has a great reputation—in a recent study by U.S. News & World Report, it ranked as one of the best universities in America.
Even with its excellent reputation, Carnegie Mellon’s acceptance rate is relatively high at 17%, especially when compared to its Ivy League counterparts like Columbia (6%) and Harvard (4%).
It’s worth mentioning that, while Ivy League didn’t dominate the top 10 list, all eight schools made it into the top 30. So, while this data shows that Silicon Valley isn’t exclusively hiring from Ivy League schools, it does indicate that these prestigious institutions have a seat at the table.
This article was published as a part of Visual Capitalist's Creator Program, which features data-driven visuals from some of our favorite Creators around the world.
Misc
Charted: Car Brand Loyalty in 2024
This ranking of car brand loyalty shows what percentage of owners would buy from the same brand for their next vehicle.
Car Brand Loyalty in 2024
This was originally posted on our Voronoi app. Download the app for free on iOS or Android and discover incredible data-driven charts from a variety of trusted sources.
This graphic visualizes the best and worst car brands in terms of brand loyalty. This is measured by the % of current owners who would buy from the same brand for their next vehicle.
Data comes from Consumer Reports’ owner satisfaction survey, which includes responses from owners of more than 330,000 vehicles.
Car Brands With the Most Loyal Customers
Rivian takes the top spot in this ranking, with 86% of owners saying they would buy from the brand again. The EV startup has carved an interesting niche for itself with its outdoor adventure-focused models, and despite several recalls, appears to have won the hearts of its early customers.
Company | % who would buy again |
---|---|
🇺🇸 Rivian | 86 |
🇩🇪 Mini | 77 |
🇩🇪 BMW | 76 |
🇩🇪 Porsche | 76 |
🇺🇸 Tesla | 74 |
🇰🇷 Genesis | 73 |
🇯🇵 Lexus | 73 |
🇯🇵 Subaru | 70 |
It’s interesting to note that Tesla held the #1 spot in last year’s ranking.
Car Brands With the Least Loyal Customers
At the other end of the spectrum we have brands with the least loyal customers, suggesting that owners are less satisfied with their purchase.
Company | % who would buy again |
---|---|
🇺🇸 Cadillac | 61 |
🇺🇸 Chrysler | 60 |
🇩🇪 Mercedes-Benz | 59 |
🇩🇪 Audi | 59 |
🇺🇸 Jeep | 58 |
🇯🇵 Nissan | 55 |
🇩🇪 Volkswagen | 51 |
🇯🇵 Infiniti | 43 |
At the bottom of this table is Nissan’s luxury marque, Infiniti, with only 43% of owners saying they would revisit the brand for their next car.
Infiniti dealerships are aware of this alarming trend, and have attributed it to the brand’s aging lineup. In a recent interview, Steve Lapin, Chairman of the Infiniti National Dealer Advisory Board, said: “Product is king. Infiniti doesn’t have the right products right now to compete in the marketplace.”
Interested in learning more about the automotive industry? Check out this graphic, which ranks the world’s top 10 exporters of automotive products.
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