There’s a third traffic pattern that also matters. That’s just one destination, and Uber is watching internal traffic patterns across all common destinations. How many people are going to call for a ride to Truist Park during the game on Saturday? The app itself has traffic and traffic patterns. It uses that data to figure out when people will need rides the most and how long the rides should take.īoth of these pieces of information affect Uber fares, and it helps the app coordinate drivers.īut, traffic means a lot more than how many cars are on the road. That’s exactly right, but even this one thing is actually multiple variables and more complicated than it might seem on the surface.įor instance, Uber tracks city-wide traffic patterns in each of its available locations. It stands to reason that one of the most important things for Uber to do is keep track of traffic, right? I can’t take you line by line through Uber code to give you a professional understanding of the mechanisms, but I can break down the essential aspects of the Uber algorithm.Īs I do, you’ll see that it’s mostly about managing a lot of different kinds of data at the same time. That said, Uber has admitted to some facets of its inner systems, and many other things can be deduced. No one but the computer scientists working for the company knows exactly how everything works. Uber works on a large, complicated algorithm that ultimately manages all of the data and decisions necessary to make it all work. There are a lot of questions to answer, and they all boil down to one central concept: the algorithm. How much is Uber really tracking and cataloging when you use it?įrom both a user and driver perspective, how is Uber calculating fares?Īs for competitors, they would love to know the inner secrets of Uber so they could better compete. Putting Uber in those terms, it’s no wonder that a lot of people want to know exactly how it works.įrom a user perspective, there are privacy and data concerns. How Does the Uber Algorithm Work? (5 Aspects) It’s a powerful computer system that works incredibly hard to get everyone in the right place at the right time to make the service function. It’s massive, and that’s what Uber really is. Think about the sheer magnitude of the coordination involved in this one app. On top of that, the app has been downloaded roughly 95 million times, and Uber is available in over 10,000 cities around the world. Yet experts estimate that there are currently 3.5 million Uber drivers. Just that one interaction seems like work. You calculate the fair before they even get in the car, and you navigate the route for your driver. You pick the one who is closest, and then you send them to pick up the customer. You have to see where your drivers are currently located and who is available. Imagine how hard it would be to coordinate just a handful of drivers and customers in one city by hand. To get this learning journey started, I can say that Uber is a powerful computer system that coordinates massive volumes of information and actions all at the same time. That’s a large question with a lot of answers. Sure, it’s a convenient app on your phone, but what is it really doing under the hood? What you might not know is what Uber is in a more mechanical, functional sense. On that point, Uber has given stiff competition to the taxi industry across the country, but that’s another story. It’s like if taxi services were actually modernized and convenient. You know it as the thing on your phone that lets you order a ride whenever you need one. There’s a good chance that you’re familiar with the Uber app.
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