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The Toptal Blog is the top hub for developers, designers, finance experts, executives, and entrepreneurs, featuring key technology updates, tutorials, freelancer resources, and management insights.

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Toptal core team members share their experience, expertise, and perspectives on the Toptal Edge Blog

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Cybersecurity: What Every CEO and CFO Should Know

$7.35 million. That’s the average cost of a data breach is. Sure, cybersecurity isn’t sexy. However, in today’s digital age, it is undeniably critical for large corporations and small startups alike. This is compounded by the fact that hacks are becoming commonplace.

Read on to arm yourself with awareness to these invisible threats, and tangible steps you can take to protect yourself and your company.

16 minute readContinue Reading
Melissa Lin

Melissa Lin

Melissa has worked in ECM, tech startups, and management consulting, advising Fortune 500 companies across multiple sectors.

The End of Traditional Employment—The Other Gig Economy

As the number of skilled professionals turning to agile work increases, explore how the Talent Economy differs from the Gig Economy, how it offers up a very different mix of benefits and challenges, and why it could mean the end of traditional employment.

6 minute readContinue Reading
Michael Kearns

Michael Kearns

As the VP of Enterprise Strategy, Michael is responsible for driving the rapid scaling of our Enterprise business.

Conquer String Search with the Aho-Corasick Algorithm

The Aho-Corasick algorithm can be used to efficiently search for multiple patterns in a large blob of text, making it a really useful algorithm in data science and many other areas.

In this article, Toptal Freelance Software Engineer Roman Vashchegin shows how the Aho-Corasick algorithm uses a trie data structure to efficiently match a dictionary of words against any text.

16 minute readContinue Reading
Roman Vashchegin

Roman Vashchegin

Roman is a SharePoint and .NET developer with a proven ability to develop efficient, scalable, and stable solutions for complex problems.

Things You Might Not Know About Typography in Sketch

When working with typography, Sketch comes up short, especially when you compare it with the most popular design tools out there. In this article, we’ll give you quick tips to compensate for its shortcomings with typography.

< 5 minute readContinue Reading
Wojciech Dobry

Wojciech Dobry

Wojciech is a product designer and web designer with 8 years of experience.

TAM Methodology: An Explanation and Example of Total Addressable Market Analysis

Total Addressable Market (TAM) sizing exercises have become very popular for assessing the potential of a business. TAM is, however, often miscalculated and misinterpreted. In this article, we will look at how to calculate it and its derivative subset waypoints of SAM and SOM. A working example will also be demonstrated for WeWork.

17 minute readContinue Reading

Toptal Talent Network Experts

3 Ways Virtual Reality Will Transform eCommerce

The rise of mobile VR technology is about to create a new playing field in the retail industry - and everyone needs to adapt. Learn how retailers and consumers alike, can thrive in the new era of online commerce.

6 minute readContinue Reading
Michael Abehsera

Michael Abehsera

Michael is an experienced UI/UX designer whose background in marketing and data analysis helps him make well-informed design decisions.

Free eBooks All Designers Should Read

A picture may be worth a thousand words, but a book contains that and more. These free eBooks may help designers grow as professionals, improve their skills, and expand their field of knowledge.

8 minute readContinue Reading
Michael Abehsera

Michael Abehsera

Michael is an experienced UI/UX designer whose background in marketing and data analysis helps him make well-informed design decisions.

Web Accessibility: Why W3C Standards Are Often Ignored

The goal of this article is to introduce you to the underlying principles of accessibility and help you flawlessly implement web accessibility guidelines and standards on your next project. Even minor improvements can help your content rank better, reach more people, and improve the overall user experience.

13 minute readContinue Reading
Cezary Tomczyk

Cezary Tomczyk

Cezary’s two decades as a software engineer and project manager have seen him working at Apple, Microsoft, Nokia, and Oracle, among others.

Maximum Flow and the Linear Assignment Problem

The Hungarian graph algorithm solves the linear assignment problem in polynomial time. By modeling resources (e.g., contractors and available contracts) as a graph, the Hungarian algorithm can be used to efficiently determine an optimum way of allocating resources.

25+ minute readContinue Reading
Dmitri Ivanovich Arkhipov

Dmitri Ivanovich Arkhipov

Dmitri has a PhD in computer science from UC Irvine and works primarily in UNIX/Linux ecosystems. He specializes in Python and Java.

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