Toptal Insights

An expanding array of artificial technology options presents enterprise executives with a daunting challenge: where to start? Toptal executives share perspective on the distinction between AI and Data Science, and why the latter serves as the best starting point for most companies.

Technology is a democratizing force, and improving global access to tech education is a priority for organizations like Mozilla, IBM, and the United Nations. With its inaugural Scholarship for Women being awarded to a worthy candidate in Ghana this year, Toptal is proud to join the growing worldwide effort to help talented individuals and communities gain access to the tools and resources they need.

Social responsibility is increasingly front-of-mind for employees as they consider where to build their careers. This article explores how skills-based volunteering can not only serve as a strong employee retention strategy in response to this greater desire for social impact, but also democratize highly skilled talent to help a broader range organizations and communities.

Online communities shape the relationship between a company and its distributed workforce. They also foster connections between workers, enriching both their professional and personal lives. In this article, David Abramovich, the Online Community Leader at Toptal, shares fundamental steps to successfully cultivate this critical ingredient that increasingly impacts the future of work.

In Part II of our Product Managers vs. Project Managers series, Johnny Chao explores situations in which companies should seek a Product Manager, Project Manager, or hybrid of both.

While often overlooked, the data warehouse enables companies to reveal valuable insights concealed within their vast data troves. In this article, domain expert Josip Saban shares foundational principles and applications that are essential knowledge for all modern managers.

Product managers and project managers are two of the most important roles in every technology company and are crucial to the future of tech. Yet they are often conflated and misunderstood. In this article (Part I in a two-part series), Johnny Chao – Product Management Vertical Lead at Toptal, and a career product manager – outlines the similarities and differences between each role, as well as the core skill sets that allow product and project managers to excel.

In K-12 education, end-of-year student tests drive crucial decisions for teachers and policymakers. But these assessments are profoundly flawed ways of measuring student growth and achievement. This article explores the ways in which technology can improve such assessments, as well as the K-12 classroom experience as a whole.