Tech

Visualized: The Top Feeder Schools into Silicon Valley

Published

2 years ago

November 6, 2022

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	Google
2	University of Southern California	1,252	Google
3	University of California, Berkeley	1,212	Google
4	Georgia Institute of Technology	1,094	Microsoft
5	University of Illinois at Urbana-Champaign	877	Google
6	University of Washington	876	Microsoft
7	University of California, San Diego	795	Google
8	University of Waterloo	793	Google
9	University of California, Los Angeles	704	Google
10	Stanford University	661	Google
11	Columbia University	651	Google
12	University of Michigan	632	Google
13	Cornell University	612	Google
14	Northeastern University	604	Google
15	University of Texas at Austin	578	Google
16	University of California, Irvine	482	Google
17	San Jose State University	470	Google
18	Purdue University	469	Microsoft
19	University of Toronto	466	Google
20	New York University	464	Google
21	Massachusetts Institute of Technology	405	Google
22	University of Pennsylvania	352	Google
23	University of California, Davis	333	Google
24	North Carolina State University	329	Google
25	University of Maryland	309	Google
26	Duke University	304	Google
27	Harvard University	260	Google
28	University of Wisconsin, Madison	249	Google
29	University of Virginia	244	Microsoft
30	Brown University	236	Google

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 enrolment numbers (so smaller schools can be fairly represented in the data):

Rank (Adjusted)	Institution	# Employed	Top Employer
1	Carnegie Mellon University	1356	Google
2	Columbia University	651	Google
3	Stanford University	661	Google
4	Massachusetts Institute of Technology	405	Google
5	California Institute of Technology	78	Google
6	Harvey Mudd College	72	Google
7	Georgia Institute of Technology	1094	Microsoft
8	University of Southern California	1252	Google
9	Rice University	235	Google
10	Harvard University	260	Google
11	Duke University	304	Google
12	Cornell University	612	Google
13	Northeastern University	604	Google
14	University of California, Berkeley	1212	Google
15	University of Pennsylvania	352	Google
16	Princeton University	170	Google
17	Brown University	236	Google
18	Santa Clara University	180	Google
19	Northwestern University	226	Google
20	University of Illinois Urbana-Champaign	877	Google
21	Swarthmore College	36	Google
22	University of California San Diego	795	Google
23	University of Washington	876	Microsoft
24	Yale University	115	Google
25	Washington University in St. Louis	183	Google
26	Johns Hopkins University	143	Google
27	University of Chicago	156	Google
28	University of California, Los Angeles	704	Google
29	University of Waterloo	793	Google
30	University of Michigan	632	Google

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.

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Tech

How to Preorder the PlayStation 5 Pro in Canada

Published

2 days ago

September 10, 2024

Harry Miller

Sony has made it easy for Canadian consumers to preorder the PlayStation 5 Pro in Canada directly from PlayStation’s official website. Here’s how:

Visit the Official Website: Go to direct.playstation.com and navigate to the PS5 Pro section once preorders go live on September 26, 2024.
Create or Log in to Your PlayStation Account: If you don’t have a PlayStation account, you will need to create one. Existing users can simply log in to proceed.
Place Your Preorder: Once logged in, follow the instructions to preorder your PS5 Pro. Ensure you have a valid payment method ready and double-check your shipping information for accuracy.

Preorder Through Major Canadian Retailers

While preordering directly from PlayStation is a popular option, you can also secure your PS5 Pro through trusted Canadian retailers. These retailers are expected to offer preorders on or after September 26:

Best Buy Canada
Walmart Canada
EB Games (GameStop)
Amazon Canada
The Source

Steps to Preorder via Canadian Retailers:

Visit Retailer Websites: Search for “PlayStation 5 Pro” on the website of your preferred retailer starting on September 26.
Create or Log in to Your Account: If you’re shopping online, having an account with the retailer can speed up the preorder process.
Preorder in Store: For those who prefer in-person shopping, check with local stores regarding availability and preorder policies.

3. Sign Up for Notifications

Many retailers and websites offer the option to sign up for notifications when the preorder goes live. If you’re worried about missing out due to high demand, this can be a useful option.

Visit Retailer Sites: Look for a “Notify Me” or “Email Alerts” option and enter your email to stay informed.
Use PlayStation Alerts: Sign up for notifications directly through Sony to be one of the first to know when preorders are available.

4. Prepare for High Demand

Preordering the PS5 Pro is expected to be competitive, with high demand likely to result in quick sellouts, just as with the initial release of the original PS5. To maximize your chances of securing a preorder:

Act Quickly: Be prepared to place your order as soon as preorders open. Timing is key, as stock can run out within minutes.
Double-Check Payment Information: Ensure your credit card or payment method is ready to go. Any delays during the checkout process could result in losing your spot.
Stay Informed: Monitor PlayStation and retailer websites for updates on restocks or additional preorder windows.

Final Thoughts

The PlayStation 5 Pro is set to take gaming to the next level with its enhanced performance, graphics, and new features. Canadian gamers should be ready to act fast when preorders open on September 26, 2024, to secure their console ahead of the holiday season. Whether you choose to preorder through PlayStation’s official website or your preferred retailer, following the steps outlined above will help ensure a smooth and successful preorder experience.

For more details on the PS5 Pro and to preorder, visit direct.playstation.com or stay tuned to updates from major Canadian retailers.

Tech

Introducing the PlayStation 5 Pro: The Next Evolution in Gaming

Published

3 days ago

September 10, 2024

Harry Miller

Since the PlayStation 5 (PS5) launched four years ago, PlayStation has continuously evolved to meet the demands of its players. Today, we are excited to announce the next step in this journey: the PlayStation 5 Pro. Designed for the most dedicated players and game creators, the PS5 Pro brings groundbreaking advancements in gaming hardware, raising the bar for what’s possible.

Key Features of the PS5 Pro

The PS5 Pro comes equipped with several key performance enhancements, addressing the requests of gamers for smoother, higher-quality graphics at a consistent 60 frames per second (FPS). The console’s standout features include:

Upgraded GPU: The PS5 Pro’s GPU boasts 67% more Compute Units than the current PS5, combined with 28% faster memory. This allows for up to 45% faster rendering speeds, ensuring a smoother gaming experience.
Advanced Ray Tracing: Ray tracing capabilities have been significantly enhanced, with reflections and refractions of light being processed at double or triple the speed of the current PS5, creating more dynamic visuals.
AI-Driven Upscaling: Introducing PlayStation Spectral Super Resolution, an AI-based upscaling technology that adds extraordinary detail to images, resulting in sharper image clarity.
Backward Compatibility & Game Boost: More than 8,500 PS4 games playable on PS5 Pro will benefit from PS5 Pro Game Boost, stabilizing or enhancing performance. PS4 games will also see improved resolution on select titles.
VRR & 8K Support: The PS5 Pro supports Variable Refresh Rate (VRR) and 8K gaming for the ultimate visual experience, while also launching with the latest wireless technology, Wi-Fi 7, in supported regions.

Optimized Games & Patches

Game creators have quickly embraced the new technology that comes with the PS5 Pro. Many games will receive free updates to take full advantage of the console’s new features, labeled as PS5 Pro Enhanced. Some of the highly anticipated titles include:

Alan Wake 2
Assassin’s Creed: Shadows
Demon’s Souls
Dragon’s Dogma 2
Final Fantasy 7 Rebirth
Gran Turismo 7
Marvel’s Spider-Man 2
Ratchet & Clank: Rift Apart
Horizon Forbidden West

These updates will allow players to experience their favorite games at a higher fidelity, taking full advantage of the console’s improved graphics and performance.

Design & Compatibility

Maintaining consistency within the PS5 family, the PS5 Pro retains the same height and width as the original PS5 model. Players will also have the option to add an Ultra HD Blu-ray Disc Drive or swap console covers when available.

Additionally, the PS5 Pro is fully compatible with all existing PS5 accessories, including the PlayStation VR2, DualSense Edge, Pulse Elite, and Access controller. This ensures seamless integration into your current gaming setup.

Pricing & Availability

The PS5 Pro will be available starting November 7, 2024, at a manufacturer’s suggested retail price (MSRP) of:

$699.99 USD
$949.99 CAD
£699.99 GBP
€799.99 EUR
¥119,980 JPY

Each PS5 Pro comes with a 2TB SSD, a DualSense wireless controller, and a copy of Astro’s Playroom pre-installed. Pre-orders begin on September 26, 2024, and the console will be available at participating retailers and directly from PlayStation via direct.playstation.com.

The launch of the PS5 Pro marks a new chapter in PlayStation’s commitment to delivering cutting-edge gaming experiences. Whether players choose the standard PS5 or the PS5 Pro, PlayStation aims to provide the best possible gaming experience for everyone.

Preorder your PS5 Pro and step into the next generation of gaming this holiday season.

Tech

Google Unveils AI-Powered Pixel 9 Lineup Ahead of Apple’s iPhone 16 Release

Published

1 month ago

August 13, 2024

Harry Miller

Google has launched its next generation of Pixel phones, setting the stage for a head-to-head competition with Apple as both tech giants aim to integrate more advanced artificial intelligence (AI) features into their flagship devices. The unveiling took place near Google’s Mountain View headquarters, marking an early debut for the Pixel 9 lineup, which is designed to showcase the latest advancements in AI technology.

The Pixel 9 series, although a minor player in global smartphone sales, is a crucial platform for Google to demonstrate the cutting-edge capabilities of its Android operating system. With AI at the core of its strategy, Google is positioning the Pixel 9 phones as vessels for the transformative potential of AI, a trend that is expected to revolutionize the way people interact with technology.

Rick Osterloh, Google’s senior vice president overseeing the Pixel phones, emphasized the company’s commitment to AI, stating, “We are obsessed with the idea that AI can make life easier and more productive for people.” This echoes the narrative Apple is likely to push when it unveils its iPhone 16, which is also expected to feature advanced AI capabilities.

The Pixel 9 lineup will be the first to fully integrate Google’s Gemini AI technology, designed to enhance user experience through more natural, conversational interactions. The Gemini assistant, which features 10 different human-like voices, can perform a wide array of tasks, particularly if users allow access to their emails and documents.

In an on-stage demonstration, the Gemini assistant showcased its ability to generate creative ideas and even analyze images, although it did experience some hiccups when asked to identify a concert poster for singer Sabrina Carpenter.

To support these AI-driven features, Google has equipped the Pixel 9 with a special chip that enables many AI processes to be handled directly on the device. This not only improves performance but also enhances user privacy and security by reducing the need to send data to remote servers.

Google’s aggressive push into AI with the Pixel 9 comes as Apple prepares to unveil its iPhone 16, which is expected to feature its own AI advancements. However, Google’s decision to offer a one-year free subscription to its advanced Gemini Assistant, valued at $240, may pressure Apple to reconsider any plans to charge for its AI services.

The standard Pixel 9 will be priced at $800, a $100 increase from last year, while the Pixel 9 Pro will range between $1,000 and $1,100, depending on the model. Google also announced the next iteration of its foldable Pixel phone, priced at $1,800.

In addition to the new Pixel phones, Google also revealed updates to its Pixel Watch and wireless earbuds, directly challenging Apple’s dominance in the wearable tech market. These products, like the Pixel 9, are designed to integrate seamlessly with Google’s AI-driven ecosystem.

Google’s event took place against the backdrop of a significant legal challenge, with a judge recently ruling that its search engine constitutes an illegal monopoly. This ruling could lead to further court proceedings that may force Google to make significant changes to its business practices, potentially impacting its Android software or other key components of its $2 trillion empire.

Despite these legal hurdles, Google is pressing forward with its vision of an AI-powered future, using its latest devices to showcase what it believes will be the next big leap in technology. As the battle for AI supremacy heats up, consumers can expect both Google and Apple to push the boundaries of what their devices can do, making the choice between them more compelling than ever.