The 2019 LinkedIn Top Companies list reveals the 50 companies where Americans want to work — and stick around once they’re in — now. “Every year, our editors and data scientists parse billions of actions taken by LinkedIn members around the world to uncover the companies that are attracting the most attention from jobseekers and then hanging onto that talent. The data-driven approach looks at what members are doing — not just saying — in their search for fulfilling careers. The result of that data is Top Companies, our 4th annual ranking of the most sought-after companies today.  As always, we analyze U.S. members’ anonymized actions across four main pillars: interest in the company, engagement with the company’s employees, job demand and employee retention. (We exclude LinkedIn and LinkedIn’s parent company, Microsoft, from all LinkedIn Lists. You can dig into the details of our methodology at the bottom of the article.)

• You can also check out the Top Companies in Australia, Canada, China, France, Germany, India, Japan, Mexico, Brazil and the UK. See who made the cut and join the conversation using #LinkedInTopCompanies.”