{"id":181974,"date":"2024-03-11T09:36:32","date_gmt":"2024-03-11T08:36:32","guid":{"rendered":"https:\/\/datascientest.com\/en\/?p=181974"},"modified":"2024-03-08T09:53:09","modified_gmt":"2024-03-08T08:53:09","slug":"artificial-intelligence-engineer-a-complete-guide-to-the-profession","status":"publish","type":"post","link":"https:\/\/datascientest.com\/en\/artificial-intelligence-engineer-a-complete-guide-to-the-profession","title":{"rendered":"AI Engineer: A Complete Guide to the Profession"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"181974\" class=\"elementor elementor-181974\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2ec0c32 e-flex e-con-boxed e-con\" data-id=\"2ec0c32\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-872186d elementor-widget elementor-widget-heading\" data-id=\"872186d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h2 class=\"elementor-heading-title elementor-size-default\">Artificial intelligence is omnipresent in the news, and we might forget that for several years now, it has been at the forefront of many sectors: industry, health, entertainment... Those who exploit this technology in companies are artificial intelligence engineers or also called: AI Engineer. They take on the complex task of simulating human thought to help deal with ultra-concrete problems...<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7c59038 elementor-widget elementor-widget-text-editor\" data-id=\"7c59038\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p>The job of an <strong>artificial intelligence engineer<\/strong> involves analyzing and extracting existing human knowledge and c<a href=\"https:\/\/datascientest.com\/en\/machine-learning-engineer-bootcamp-why-is-it-interesting\">onverting it into mathematical equations or models and algorithms<\/a> capable of reproducing know-how. In fact, <a href=\"https:\/\/datascientest.com\/en\/artificial-intelligence-definition\">artificial intelligence<\/a> is a skilful blend of mathematics and computer science.<\/p><p>The AI engineer&#8217;s first task is to identify :<\/p><ul><li>what data humans collect through observation or instruments ;<\/li><li>what factors may signal the need to perform a particular action;<\/li><li>what decisions are taken to resolve certain situations;<\/li><li>how these decisions are implemented in the real world.<\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6ce7a52 elementor-widget elementor-widget-text-editor\" data-id=\"6ce7a52\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Once these points have been analyzed in detail, the <strong>AI engineer<\/strong> must apply himself to modeling them in such a way that they can be processed by a computer &#8211; sometimes also by a robot or, more rarely, by a computer chip dedicated to a task.<\/p><p>It is important to specify that <a href=\"https:\/\/datascientest.com\/en\/googles-latest-changes-in-artificial-intelligence\">artificial intelligence<\/a> in business is not intended a priori to replace managers in a field, but to help them in their activity by helping to identify causes that would be difficult to perceive in the real world, because they involve so many factors.<\/p><p>This can lead to significant gains in productivity, as the problems to be solved are better circumscribed and dealt with.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-83bcc92 elementor-widget elementor-widget-image\" data-id=\"83bcc92\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/09\/ingenieur-intelligence-artificielle-1.jpg\" title=\"\" alt=\"\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\"><\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3e7799a elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"3e7799a\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-grow\" href=\"https:\/\/datascientest.com\/en\/data-courses\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Find out more about the AI Engineer profession<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-62d5e0b e-flex e-con-boxed e-con\" data-id=\"62d5e0b\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8494cd5 elementor-widget elementor-widget-heading\" data-id=\"8494cd5\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">What does an AI engineer do?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a92a72f elementor-widget elementor-widget-heading\" data-id=\"a92a72f\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-medium\">Information gathering<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6e689a8 elementor-widget elementor-widget-text-editor\" data-id=\"6e689a8\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>The first step in an <strong>AI engineer&#8217;s job<\/strong> is to gather data from specialists in a particular field. For example, those in charge of logistics, manufacturing, quality control&#8230;<\/p><p>This information may be available in the form of <a href=\"https:\/\/datascientest.com\/en\/big-data-for-dummies\">big data<\/a> already stored and regularly exploited by managers, without however drawing the full extent of its possibilities.<\/p><p>Nevertheless, the <strong>AI engineer<\/strong> must be able to determine;<\/p><ul><li>What situations are encountered in everyday life?<\/li><li>What methods are used to solve them?<\/li><li>What is the hierarchy of information processed in terms of importance?<\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-51dbd12 elementor-widget elementor-widget-heading\" data-id=\"51dbd12\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-medium\">Prediction model code<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6a2bdea elementor-widget elementor-widget-text-editor\" data-id=\"6a2bdea\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>From this crucible, the <strong>artificial intelligence engineer<\/strong> strives to develop a mathematical model that is as complete as possible in terms of the know-how involved.<\/p><p>He must then code it in an appropriate programming language, <a href=\"https:\/\/datascientest.com\/en\/python-the-most-popular-language\">usually Python<\/a>. He must also develop tools to help him visualize the effectiveness of the model thus defined.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c27a541 e-flex e-con-boxed e-con\" data-id=\"c27a541\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a5450cc elementor-widget elementor-widget-heading\" data-id=\"a5450cc\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Examples of problems that AI engineers may have to solve<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d3452a6 elementor-widget elementor-widget-text-editor\" data-id=\"d3452a6\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Here are some examples of problems an AI engineer might encounter:<\/p><ul><li><strong>Recommendation:<\/strong> recommending purchases to customers on a Web application based on their current and past shopping baskets,<\/li><li><a href=\"https:\/\/datascientest.com\/en\/empowering-natural-language-processing-with-hugging-face-transformers-api\"><strong>Sentiment analysis:<\/strong><\/a> identifying changes in customers&#8217; opinions of various products or services,<\/li><li><strong>Pattern recognition:<\/strong> analysis of a still or moving image to determine the presence of an exact element &#8211; a vehicle, a type of rock, etc.<\/li><li><strong>Logistics<\/strong>: optimization of goods transport and delivery routes.<\/li><li><strong>Medical<\/strong>: image-based diagnosis of potential illnesses.<\/li><li><a href=\"https:\/\/datascientest.com\/en\/cybersecurity-the-ultimate-guide\">Cybersecurity<\/a>: Detect potential vulnerabilities in a computer network,<\/li><li><a href=\"https:\/\/datascientest.com\/en\/predictive-elevator-maintenance-challenges-and-technology\">Predictive maintenance:<\/a> use AI to predict when certain machines will need maintenance.<br \/>Identify dangerous situations in a field activity and prevent them using AI,<br \/>etc.<\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5417a44 elementor-widget elementor-widget-image\" data-id=\"5417a44\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/09\/ingenieur-intelligence-artificielle-2.jpg\" title=\"\" alt=\"\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\"><\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-988b343 elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"988b343\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-grow\" href=\"https:\/\/datascientest.com\/en\/data-courses\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Become an AI Engineer<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e9eaee0 e-flex e-con-boxed e-con\" data-id=\"e9eaee0\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fae759f elementor-widget elementor-widget-heading\" data-id=\"fae759f\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">What qualities do you need?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-153cfe0 elementor-widget elementor-widget-text-editor\" data-id=\"153cfe0\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>It&#8217;s important for an<strong> artificial intelligence engineer<\/strong> to have an affection for mathematics, coupled with an ability to use it in an advanced way. Likewise, he or she must be skilled in computer programming.<\/p><p>However, AI engineers must also have the ability to take an interest in a wide variety of fields, and a willingness to learn in many different ways.<\/p><p>They also need to be sociable, as they&#8217;ll need to get others to explain what they&#8217;re doing, which may require a good deal of patience. In fact, this is one of the attractions of this profession, as the AI engineer is bound to discover a wide variety of activities, and talk to the corresponding specialists.<\/p><p>It goes without saying that they must be extremely rigorous, as they need to embrace specific problems as best they can, so as to be able to transpose them into the most accurate mathematical models possible.<\/p><p>Sometimes, the collaboration of<strong> several artificial intelligence experts<\/strong> will be required to formulate the right model to solve a complex problem. Finding this solution can sometimes take weeks or months, so perseverance is another expected quality. When the solution is finally found and works in the real world, the satisfaction is all the greater.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4f93dbd e-flex e-con-boxed e-con\" data-id=\"4f93dbd\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-91d900b elementor-widget elementor-widget-heading\" data-id=\"91d900b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">What training do you need to become an AI engineer?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-57f30ae elementor-widget elementor-widget-text-editor\" data-id=\"57f30ae\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>If you want to become an artificial intelligence engineer, there are many options open to you.<\/p><ul><li><strong>University<\/strong>: Paris-Saclay, University of Toulouse, Pierre et Marie Curie&#8230;<\/li><li><strong>Engineering schools:<\/strong> Polytechnique, Telecom Paris Tech, CentraleSup\u00e9lec, ENS Paris Saclay&#8230;<\/li><li><strong>Specialized training:<\/strong> DataScientest offers this type of training as a sandwich course, enabling you to gain professional experience during your studies.<\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-245e85c elementor-widget elementor-widget-text-editor\" data-id=\"245e85c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>As this field is constantly evolving, it&#8217;s a good idea to reinforce your skills by regularly updating your knowledge, which can be acquired via online courses.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5e62505 elementor-widget elementor-widget-image\" data-id=\"5e62505\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/09\/ingenieur-intelligence-artificielle-3.jpg\" title=\"\" alt=\"\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\"><\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fd9b8d0 elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"fd9b8d0\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-grow\" href=\"https:\/\/datascientest.com\/en\/data-courses\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Start your AI Engineer training<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ff59c80 e-flex e-con-boxed e-con\" data-id=\"ff59c80\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c993c15 elementor-widget elementor-widget-html\" data-id=\"c993c15\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<script type=\"application\/ld+json\">\n{\n  \"@context\": \"https:\/\/schema.org\",\n  \"@type\": \"FAQPage\",\n  \"mainEntity\": [{\n    \"@type\": \"Question\",\n    \"name\": \"What does it mean to be an AI engineer?\",\n    \"acceptedAnswer\": {\n      \"@type\": \"Answer\",\n      \"text\": \"The first step in an AI engineer's job is to gather data from specialists in a particular field. 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They take on the complex task of simulating human thought to [&hellip;]<\/p>\n","protected":false},"author":67,"featured_media":181978,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_theme","format":"standard","meta":{"content-type":"","inline_featured_image":false},"categories":[1417],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.7 (Yoast SEO v21.7) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>AI Engineer: A Complete Guide to the Profession<\/title>\n<meta name=\"description\" content=\"If you want to become an AI Engineer, the skils you need are mostly the skills of an Artificial Intelligence...\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/datascientest.com\/en\/artificial-intelligence-engineer-a-complete-guide-to-the-profession\" \/>\n<meta property=\"og:locale\" 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