{"id":198271,"date":"2024-10-01T07:30:00","date_gmt":"2024-10-01T07:30:00","guid":{"rendered":"https:\/\/datascientest.com\/?p=198271"},"modified":"2024-11-07T13:08:47","modified_gmt":"2024-11-07T13:08:47","slug":"prompt-engineer-tout-savoir","status":"publish","type":"post","link":"https:\/\/datascientest.com\/prompt-engineer-tout-savoir","title":{"rendered":"Prompt Engineer : tout savoir sur ce nouveau m\u00e9tier de l&rsquo;IA"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"198271\" class=\"elementor elementor-198271\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-316603b e-flex e-con-boxed e-con\" data-id=\"316603b\" 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-321cec2 elementor-widget elementor-widget-text-editor\" data-id=\"321cec2\" 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><strong>Le m\u00e9tier de Prompt Engineer \u00e9merge depuis 2023 avec la mont\u00e9e des intelligences artificielles g\u00e9n\u00e9ratives. Ce professionnel a pour mission de concevoir des prompts, des instructions pr\u00e9cises, pour guider l&rsquo;IA vers des r\u00e9sultats optimaux. De par leur compr\u00e9hension accrue de ces syst\u00e8mes, les entreprises dans des secteurs vari\u00e9s (technologie, finance, jeux vid\u00e9o) recrutent des experts capables d&rsquo;exploiter pleinement le potentiel de ces outils.<\/strong><\/p><p>Dans cet article, d\u00e9couvrez les missions, comp\u00e9tences, formations et opportunit\u00e9s qu\u2019offre ce m\u00e9tier d\u2019avenir.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2f14b75 e-flex e-con-boxed e-con\" data-id=\"2f14b75\" 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<div class=\"elementor-element elementor-element-d153850 e-con-full e-flex e-con\" data-id=\"d153850\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3404739 elementor-toc--minimized-on-tablet elementor-widget elementor-widget-table-of-contents\" data-id=\"3404739\" data-element_type=\"widget\" data-settings=\"{&quot;headings_by_tags&quot;:[&quot;h3&quot;],&quot;exclude_headings_by_selector&quot;:&quot;#cursus-mtiers-tab, #cursus-experts-tab, #certifications-tab, #les-essentiels-de-la-data-tab, #cursus-tech-tab, #formations-tech-tab, #poursuivre, #formnewsletter, #pub, #carriere_data, #carriere_gratuit&quot;,&quot;marker_view&quot;:&quot;numbers&quot;,&quot;minimize_box&quot;:&quot;yes&quot;,&quot;minimized_on&quot;:&quot;tablet&quot;,&quot;hierarchical_view&quot;:&quot;yes&quot;,&quot;min_height&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;min_height_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;min_height_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"table-of-contents.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor-pro - v3.15.0 - 09-08-2023 *\/\n.elementor-widget-table-of-contents .elementor-toc__header-title{color:var(--header-color)}.elementor-widget-table-of-contents.elementor-toc--collapsed .elementor-toc__toggle-button--collapse,.elementor-widget-table-of-contents:not(.elementor-toc--collapsed) .elementor-toc__toggle-button--expand{display:none}.elementor-widget-table-of-contents .elementor-widget-container{min-height:var(--box-min-height);border:var(--box-border-width,1px) solid var(--box-border-color,#9da5ae);border-radius:var(--box-border-radius,3px);background-color:var(--box-background-color);transition:min-height .4s;overflow:hidden}.elementor-toc__header{display:flex;align-items:center;justify-content:space-between;padding:var(--box-padding,20px);background-color:var(--header-background-color);border-bottom:var(--separator-width,1px) solid 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.elementor-toc__list-item-text{white-space:nowrap;overflow:hidden;text-overflow:ellipsis}.elementor-toc__list-items--collapsible>.elementor-toc__list-wrapper>.elementor-toc__list-item>.elementor-toc__list-wrapper{display:none}.elementor-toc__heading-anchor{position:absolute}.elementor-toc__body .elementor-toc__list-item-text{color:var(--item-text-color);-webkit-text-decoration:var(--item-text-decoration);text-decoration:var(--item-text-decoration)}.elementor-toc__body .elementor-toc__list-item-text:hover{color:var(--item-text-hover-color);-webkit-text-decoration:var(--item-text-hover-decoration);text-decoration:var(--item-text-hover-decoration)}.elementor-toc__body .elementor-toc__list-item-text.elementor-item-active{color:var(--item-text-active-color);-webkit-text-decoration:var(--item-text-active-decoration);text-decoration:var(--item-text-active-decoration)}ol.elementor-toc__list-wrapper{counter-reset:item}ol.elementor-toc__list-wrapper .elementor-toc__list-item{counter-increment:item}ol.elementor-toc__list-wrapper .elementor-toc__list-item-text-wrapper:before{content:counters(item,\".\") \". \"}<\/style>\t\t<div class=\"elementor-toc__header\" aria-controls=\"elementor-toc__body\">\n\t\t\t<div class=\"elementor-toc__header-title\">\n\t\t\t\tTable des mati\u00e8res\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-toc__toggle-button elementor-toc__toggle-button--expand\" role=\"button\" tabindex=\"0\" aria-label=\"Ouvrir la table des mati\u00e8res\"><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-chevron-down\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M207.029 381.476L12.686 187.132c-9.373-9.373-9.373-24.569 0-33.941l22.667-22.667c9.357-9.357 24.522-9.375 33.901-.04L224 284.505l154.745-154.021c9.379-9.335 24.544-9.317 33.901.04l22.667 22.667c9.373 9.373 9.373 24.569 0 33.941L240.971 381.476c-9.373 9.372-24.569 9.372-33.942 0z\"><\/path><\/svg><\/div>\n\t\t\t\t<div class=\"elementor-toc__toggle-button elementor-toc__toggle-button--collapse\" role=\"button\" tabindex=\"0\" aria-label=\"Fermer la table des mati\u00e8res\"><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-chevron-up\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M240.971 130.524l194.343 194.343c9.373 9.373 9.373 24.569 0 33.941l-22.667 22.667c-9.357 9.357-24.522 9.375-33.901.04L224 227.495 69.255 381.516c-9.379 9.335-24.544 9.317-33.901-.04l-22.667-22.667c-9.373-9.373-9.373-24.569 0-33.941L207.03 130.525c9.372-9.373 24.568-9.373 33.941-.001z\"><\/path><\/svg><\/div>\n\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-toc__body\" aria-expanded=\"true\">\n\t\t\t<div class=\"elementor-toc__spinner-container\">\n\t\t\t\t<svg class=\"elementor-toc__spinner eicon-animation-spin e-font-icon-svg e-eicon-loading\" aria-hidden=\"true\" viewBox=\"0 0 1000 1000\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M500 975V858C696 858 858 696 858 500S696 142 500 142 142 304 142 500H25C25 237 238 25 500 25S975 237 975 500 763 975 500 975Z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\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\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e3e4d35 e-flex e-con-boxed e-con\" data-id=\"e3e4d35\" 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-6e29ca2 elementor-widget elementor-widget-html\" data-id=\"6e29ca2\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<table>\r\n    <thead>\r\n        <tr>\r\n            <th>Crit\u00e8res<\/th>\r\n            <th>Informations<\/th>\r\n        <\/tr>\r\n    <\/thead>\r\n    <tbody>\r\n        <tr>\r\n            <td><strong>Niveau d'\u00e9tudes<\/strong><\/td>\r\n            <td>Bac +5<\/td>\r\n        <\/tr>\r\n        <tr>\r\n            <td><strong>Bac conseill\u00e9<\/strong><\/td>\r\n            <td>Scientifique<\/td>\r\n        <\/tr>\r\n        <tr>\r\n            <td><strong>Employabilit\u00e9<\/strong><\/td>\r\n            <td>Tr\u00e8s bonne<\/td>\r\n        <\/tr>\r\n        <tr>\r\n            <td><strong>Salaire d\u00e9butant<\/strong><\/td>\r\n            <td>5 850 \u20ac brut \/ mois<\/td>\r\n        <\/tr>\r\n        <tr>\r\n            <td><strong>Salaire confirm\u00e9<\/strong><\/td>\r\n            <td>16 150 \u20ac brut \/ mois<\/td>\r\n        <\/tr>\r\n        <tr>\r\n            <td><strong>Mobilit\u00e9<\/strong><\/td>\r\n            <td>Tr\u00e8s bonne<\/td>\r\n        <\/tr>\r\n        <tr>\r\n            <td><strong>Comp\u00e9tences cl\u00e9s<\/strong><\/td>\r\n            <td>Intelligence artificielle, langage de programmation, r\u00e9daction, analyse, patience<\/td>\r\n        <\/tr>\r\n        <tr>\r\n            <td><strong>Secteurs d'activit\u00e9<\/strong><\/td>\r\n            <td>Technologie, cybers\u00e9curit\u00e9, finance, jeux vid\u00e9o, sant\u00e9, automobile<\/td>\r\n        <\/tr>\r\n    <\/tbody>\r\n<\/table>\r\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-22392d1 elementor-widget elementor-widget-heading\" data-id=\"22392d1\" 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><h3 class=\"elementor-heading-title elementor-size-large\">Qu\u2019est-ce que le Prompt Engineering ?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e09237a elementor-widget elementor-widget-text-editor\" data-id=\"e09237a\" 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><span style=\"font-weight: 400;\">Le Prompt Engineering est un processus crucial dans le domaine de l&rsquo;<\/span><a href=\"https:\/\/datascientest.com\/ia-generative-tout-savoir\"><span style=\"font-weight: 400;\">intelligence artificielle g\u00e9n\u00e9rative<\/span><\/a><span style=\"font-weight: 400;\">. Il consiste \u00e0 formuler des instructions, appel\u00e9es <\/span><a href=\"https:\/\/datascientest.com\/prompt-tout-savoir\"><span style=\"font-weight: 400;\">prompts<\/span><\/a><span style=\"font-weight: 400;\">, qui guident une <\/span><b>IA g\u00e9n\u00e9rative<\/b><span style=\"font-weight: 400;\"> comme <\/span><b>ChatGPT<\/b><span style=\"font-weight: 400;\"> ou <\/span><b>DALL-E<\/b><span style=\"font-weight: 400;\"> pour produire des r\u00e9sultats pr\u00e9cis. Ces prompts peuvent varier d&rsquo;une simple question \u00e0 des requ\u00eates plus complexes, int\u00e9grant plusieurs param\u00e8tres. L&rsquo;objectif est d&rsquo;obtenir des r\u00e9ponses pertinentes et adapt\u00e9es aux besoins sp\u00e9cifiques de l&rsquo;utilisateur.<\/span><\/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-6516ce6 elementor-widget elementor-widget-heading\" data-id=\"6516ce6\" 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-default\">Pourquoi le Prompt Engineering est-il essentiel dans les entreprises ?\n<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e625834 elementor-widget elementor-widget-text-editor\" data-id=\"e625834\" 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><span style=\"font-weight: 400;\">Dans un contexte o\u00f9 les <\/span><b>IA g\u00e9n\u00e9ratives<\/b><span style=\"font-weight: 400;\"> sont de plus en plus int\u00e9gr\u00e9es dans les processus m\u00e9tiers, le Prompt Engineering devient essentiel. Les entreprises utilisent ces technologies pour <\/span><a href=\"https:\/\/datascientest.com\/automated-prompt-engineering-tout-savoir\"><span style=\"font-weight: 400;\">automatiser des t\u00e2ches complexes<\/span><\/a><span style=\"font-weight: 400;\"> comme la cr\u00e9ation de contenu, l&rsquo;analyse de donn\u00e9es, ou encore la g\u00e9n\u00e9ration d&rsquo;images. Sans des <\/span><b>prompts<\/b><span style=\"font-weight: 400;\"> bien formul\u00e9s, les r\u00e9sultats obtenus par l&rsquo;IA peuvent \u00eatre approximatifs ou non pertinents.<\/span><\/p><p><span style=\"font-weight: 400;\">Le Prompt Engineer joue donc un r\u00f4le cl\u00e9 en optimisant la qualit\u00e9 des prompts pour am\u00e9liorer les performances des mod\u00e8les d&rsquo;IA g\u00e9n\u00e9rative. Cette optimisation permet d&rsquo;exploiter pleinement le potentiel de l&rsquo;IA dans des secteurs comme la <\/span><b>technologie<\/b><span style=\"font-weight: 400;\">, la <\/span><a href=\"https:\/\/datascientest.com\/cybersecurite-tout-savoir\"><span style=\"font-weight: 400;\">cybers\u00e9curit\u00e9<\/span><\/a><span style=\"font-weight: 400;\">, ou encore le <\/span><b>marketing<\/b><span style=\"font-weight: 400;\">.<\/span><\/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-441de3f elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"441de3f\" 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\/formation-prompt-engineering\">\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\">Devenir Prompt 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<div class=\"elementor-element elementor-element-fc861fd elementor-widget elementor-widget-heading\" data-id=\"fc861fd\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h5 class=\"elementor-heading-title elementor-size-medium\">Qu'est-ce qui diff\u00e9rencie une IA g\u00e9n\u00e9rative d'une IA traditionnelle ?\n<\/h5>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ade9cbc elementor-widget elementor-widget-text-editor\" data-id=\"ade9cbc\" 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><span style=\"font-weight: 400;\">La principale diff\u00e9rence entre une IA g\u00e9n\u00e9rative et une IA traditionnelle r\u00e9side dans la capacit\u00e9 des premi\u00e8res \u00e0 produire des contenus nouveaux \u00e0 partir de mod\u00e8les de type <\/span><a href=\"https:\/\/datascientest.com\/large-language-models-tout-savoir\"><span style=\"font-weight: 400;\">LLM (Large Language Models)<\/span><\/a><span style=\"font-weight: 400;\">. Alors qu&rsquo;une <\/span><b>IA traditionnelle<\/b><span style=\"font-weight: 400;\"> est con\u00e7ue pour r\u00e9soudre des probl\u00e8mes sp\u00e9cifiques \u00e0 l&rsquo;aide d&rsquo;algorithmes pr\u00e9-programm\u00e9s, une <\/span><b>IA g\u00e9n\u00e9rative<\/b><span style=\"font-weight: 400;\"> est capable de cr\u00e9er des r\u00e9ponses in\u00e9dites \u00e0 partir d&rsquo;un <\/span><b>prompt<\/b><span style=\"font-weight: 400;\">, en se basant sur un vaste ensemble de donn\u00e9es.<\/span><\/p><p><span style=\"font-weight: 400;\">Les <\/span><b>LLM<\/b><span style=\"font-weight: 400;\">, comme ceux utilis\u00e9s dans <\/span><a href=\"https:\/\/datascientest.com\/chatgpt-4-tout-savoir\"><span style=\"font-weight: 400;\">ChatGPT<\/span><\/a><span style=\"font-weight: 400;\"> ou <\/span><a href=\"https:\/\/datascientest.com\/dall-e\"><span style=\"font-weight: 400;\">DALL-E<\/span><\/a><span style=\"font-weight: 400;\">, permettent \u00e0 l&rsquo;IA de g\u00e9n\u00e9rer du texte, des images, ou m\u00eame du code en r\u00e9ponse \u00e0 une requ\u00eate. Ces mod\u00e8les sont form\u00e9s sur des <\/span><b>milliards de donn\u00e9es<\/b><span style=\"font-weight: 400;\">, ce qui leur permet de comprendre et de traiter des requ\u00eates complexes, offrant ainsi un potentiel quasi infini d&rsquo;applications dans les entreprises.<\/span><\/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-df18ad6 elementor-widget elementor-widget-image\" data-id=\"df18ad6\" 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\t\t\t<img decoding=\"async\" width=\"800\" height=\"457\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/DALL\u00b7E-2023-12-12-09.48.52-An-illustration-of-a-magician-representing-a-prompt-engineer.-The-image-depicts-a-magician-with-an-air-of-mystery-and-intelligence-standing-in-front-1024x585.png\" class=\"attachment-large size-large wp-image-225348\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/DALL\u00b7E-2023-12-12-09.48.52-An-illustration-of-a-magician-representing-a-prompt-engineer.-The-image-depicts-a-magician-with-an-air-of-mystery-and-intelligence-standing-in-front-1024x585.png 1024w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/DALL\u00b7E-2023-12-12-09.48.52-An-illustration-of-a-magician-representing-a-prompt-engineer.-The-image-depicts-a-magician-with-an-air-of-mystery-and-intelligence-standing-in-front-300x171.png 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/DALL\u00b7E-2023-12-12-09.48.52-An-illustration-of-a-magician-representing-a-prompt-engineer.-The-image-depicts-a-magician-with-an-air-of-mystery-and-intelligence-standing-in-front-768x439.png 768w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/DALL\u00b7E-2023-12-12-09.48.52-An-illustration-of-a-magician-representing-a-prompt-engineer.-The-image-depicts-a-magician-with-an-air-of-mystery-and-intelligence-standing-in-front-1536x878.png 1536w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/DALL\u00b7E-2023-12-12-09.48.52-An-illustration-of-a-magician-representing-a-prompt-engineer.-The-image-depicts-a-magician-with-an-air-of-mystery-and-intelligence-standing-in-front.png 1792w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\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-e26b4cb elementor-widget elementor-widget-heading\" data-id=\"e26b4cb\" 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-default\">Qu'est-ce qu'un prompt ?\n<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c6c7a0c elementor-widget elementor-widget-text-editor\" data-id=\"c6c7a0c\" 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><span style=\"font-weight: 400;\">Un prompt est une <\/span><b>instruction textuelle <\/b><span style=\"font-weight: 400;\">ou un <\/span><a href=\"https:\/\/datascientest.com\/dataset-definition\"><span style=\"font-weight: 400;\">ensemble de donn\u00e9es<\/span><\/a><span style=\"font-weight: 400;\"> que l&rsquo;on fournit \u00e0 une <\/span><b>IA g\u00e9n\u00e9rative<\/b><span style=\"font-weight: 400;\"> pour obtenir une r\u00e9ponse ou un r\u00e9sultat. Les prompts peuvent \u00eatre tr\u00e8s simples, comme une question, ou plus \u00e9labor\u00e9s, int\u00e9grant des informations pr\u00e9cises ou des param\u00e8tres sp\u00e9cifiques.<\/span><\/p><p><span style=\"font-weight: 400;\">Le succ\u00e8s d&rsquo;une IA g\u00e9n\u00e9rative d\u00e9pend en grande partie de la <\/span><b>qualit\u00e9 du prompt<\/b><span style=\"font-weight: 400;\">. Une instruction bien con\u00e7ue permet d\u2019obtenir des r\u00e9sultats pr\u00e9cis et adapt\u00e9s aux besoins de l\u2019utilisateur, tandis qu\u2019une instruction mal formul\u00e9e peut conduire \u00e0 des r\u00e9ponses inexactes, peu pertinentes, des <\/span><a href=\"https:\/\/datascientest.com\/ai-hallucinations-tout-savoir\"><span style=\"font-weight: 400;\">hallucinations d\u2019IA<\/span><\/a><span style=\"font-weight: 400;\"> voire des informations erron\u00e9es. Le r\u00f4le du <\/span><b>Prompt Engineer<\/b><span style=\"font-weight: 400;\"> est donc de ma\u00eetriser cet art pour am\u00e9liorer les performances de l\u2019IA.<\/span><\/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-051659f elementor-widget elementor-widget-heading\" data-id=\"051659f\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h5 class=\"elementor-heading-title elementor-size-medium\">Les r\u00e8gles \u00e0 respecter dans l'\u00e9criture d'un prompt\n<\/h5>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ae8bfda elementor-widget elementor-widget-text-editor\" data-id=\"ae8bfda\" 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><span style=\"font-weight: 400;\">Pour r\u00e9diger un prompt efficace il faut utiliser r\u00e9guli\u00e8rement l\u2019IA, essayer de nouvelles m\u00e9thodes pour obtenir des r\u00e9sultats diff\u00e9rents et plus pouss\u00e9s \u00e0 chaque tentative. Pour vous assurer de d\u00e9buter correctement, voici une <\/span><b>liste de bonnes pratiques<\/b><span style=\"font-weight: 400;\"> lorsque vous r\u00e9digez un prompt :\u00a0<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Clart\u00e9<\/b><span style=\"font-weight: 400;\"> : Un prompt doit \u00eatre formul\u00e9 de mani\u00e8re claire et concise pour \u00e9viter toute ambigu\u00eft\u00e9 dans la r\u00e9ponse g\u00e9n\u00e9r\u00e9e par l&rsquo;IA.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Pr\u00e9cision<\/b><span style=\"font-weight: 400;\"> : Plus le prompt est pr\u00e9cis, plus les r\u00e9sultats seront pertinents. Il est recommand\u00e9 d&rsquo;inclure des d\u00e9tails sp\u00e9cifiques pour guider l&rsquo;IA de mani\u00e8re efficace.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Contextualisation<\/b><span style=\"font-weight: 400;\"> : Donner un contexte \u00e0 l&rsquo;IA aide \u00e0 obtenir des r\u00e9ponses plus adapt\u00e9es. Par exemple, pr\u00e9ciser l\u2019objectif de la t\u00e2che ou le ton attendu peut am\u00e9liorer la qualit\u00e9 de la r\u00e9ponse.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Utilisation de param\u00e8tres<\/b><span style=\"font-weight: 400;\"> : Pour des t\u00e2ches plus complexes, int\u00e9grer des param\u00e8tres comme des formats ou des contraintes (ex. : format CSV) dans le prompt permet de mieux contr\u00f4ler le r\u00e9sultat g\u00e9n\u00e9r\u00e9 par l\u2019IA.<\/span><\/li><li><b>It\u00e9ration<\/b><span style=\"font-weight: 400;\"> : Tester plusieurs versions d&rsquo;un prompt permet de perfectionner les r\u00e9sultats obtenus, ce qui est un processus courant dans le travail d&rsquo;un <\/span><b>Prompt Engineer<\/b><span style=\"font-weight: 400;\">.<\/span><\/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-ae54033 elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"ae54033\" 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\/formation-prompt-engineering\">\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\">Se former au Prompt Engineering<\/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-77d1c2e e-flex e-con-boxed e-con\" data-id=\"77d1c2e\" 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-744d5ac elementor-widget elementor-widget-heading\" data-id=\"744d5ac\" 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-large\">Quelles sont les missions d\u2019un ing\u00e9nieur de prompt ?\n<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6dbfe25 elementor-widget elementor-widget-text-editor\" data-id=\"6dbfe25\" 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><span style=\"font-weight: 400;\">L\u2019objectif du Prompt Engineer est de <\/span><b>pousser l\u2019IA \u00e0 son plein potentiel<\/b><span style=\"font-weight: 400;\"> en formulant des requ\u00eates qui la guident de mani\u00e8re optimale. Les missions d\u2019un ing\u00e9nieur de prompt varient en fonction des secteurs d\u2019activit\u00e9, mais elles partagent toutes un objectif commun : <\/span><b>am\u00e9liorer l&rsquo;interaction entre l&rsquo;IA et l&rsquo;utilisateur<\/b><span style=\"font-weight: 400;\">.<\/span><\/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-c9e12f1 elementor-widget elementor-widget-heading\" data-id=\"c9e12f1\" 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-default\">Missions r\u00e9alis\u00e9es par des Prompt Engineers\n<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f885fad elementor-widget elementor-widget-text-editor\" data-id=\"f885fad\" 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><span style=\"font-weight: 400;\">Les <\/span><b>Prompt Engineers<\/b><span style=\"font-weight: 400;\"> sont impliqu\u00e9s dans des missions vari\u00e9es au sein des entreprises qui utilisent des <\/span><b>IA g\u00e9n\u00e9ratives<\/b><span style=\"font-weight: 400;\">. Ils travaillent souvent sur des projets o\u00f9 l\u2019IA est utilis\u00e9e pour automatiser des t\u00e2ches complexes, comme la cr\u00e9ation de contenu, la gestion des donn\u00e9es ou la g\u00e9n\u00e9ration d\u2019images et de code.<\/span><\/p><p><span style=\"font-weight: 400;\">Parmi leurs missions courantes, on retrouve la conception et l\u2019am\u00e9lioration de <\/span><b>prompts<\/b><span style=\"font-weight: 400;\"> permettant d\u2019<\/span><b>optimiser <\/b><span style=\"font-weight: 400;\">les r\u00e9ponses des IA pour des chatbots ou des assistants virtuels. Ils peuvent aussi \u00eatre sollicit\u00e9s pour <\/span><b>tester les capacit\u00e9s<\/b><span style=\"font-weight: 400;\"> de raisonnement logique des mod\u00e8les IA, en leur posant des questions structur\u00e9es qui poussent l\u2019IA \u00e0 \u00ab\u00a0penser\u00a0\u00bb par \u00e9tapes.<\/span><\/p><p><span style=\"font-weight: 400;\">Un autre aspect important des missions du Prompt Engineer consiste \u00e0 <\/span><b>identifier les limites<\/b><span style=\"font-weight: 400;\"> et les biais potentiels des mod\u00e8les IA. Gr\u00e2ce \u00e0 des tests r\u00e9p\u00e9t\u00e9s et \u00e0 l\u2019<\/span><b>ajustement progressif<\/b><span style=\"font-weight: 400;\"> des prompts, ils permettent d\u2019am\u00e9liorer la fiabilit\u00e9 des r\u00e9ponses g\u00e9n\u00e9r\u00e9es par l&rsquo;IA.<\/span><\/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-ca0b906 elementor-widget elementor-widget-image\" data-id=\"ca0b906\" 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\t\t\t<img decoding=\"async\" width=\"800\" height=\"457\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/DALL\u00b7E-2023-12-12-09.23.49-A-young-Black-woman-working-as-a-prompt-engineer-in-a-creative-tech-savvy-workspace.-She-is-typing-a-prompt-into-her-laptop-to-generate-AI-content.-T-1024x585.png\" class=\"attachment-large size-large wp-image-225339\" alt=\"Une jeune femme noire travaillant comme ing\u00e9nieure de prompt dans un espace de travail cr\u00e9atif et technologique, tapant un prompt sur son ordinateur portable.\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/DALL\u00b7E-2023-12-12-09.23.49-A-young-Black-woman-working-as-a-prompt-engineer-in-a-creative-tech-savvy-workspace.-She-is-typing-a-prompt-into-her-laptop-to-generate-AI-content.-T-1024x585.png 1024w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/DALL\u00b7E-2023-12-12-09.23.49-A-young-Black-woman-working-as-a-prompt-engineer-in-a-creative-tech-savvy-workspace.-She-is-typing-a-prompt-into-her-laptop-to-generate-AI-content.-T-300x171.png 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/DALL\u00b7E-2023-12-12-09.23.49-A-young-Black-woman-working-as-a-prompt-engineer-in-a-creative-tech-savvy-workspace.-She-is-typing-a-prompt-into-her-laptop-to-generate-AI-content.-T-768x439.png 768w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/DALL\u00b7E-2023-12-12-09.23.49-A-young-Black-woman-working-as-a-prompt-engineer-in-a-creative-tech-savvy-workspace.-She-is-typing-a-prompt-into-her-laptop-to-generate-AI-content.-T-1536x878.png 1536w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/DALL\u00b7E-2023-12-12-09.23.49-A-young-Black-woman-working-as-a-prompt-engineer-in-a-creative-tech-savvy-workspace.-She-is-typing-a-prompt-into-her-laptop-to-generate-AI-content.-T.png 1792w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\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-7344887 elementor-widget elementor-widget-heading\" data-id=\"7344887\" 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-default\">Collaborations avec les autres \u00e9quipes\n<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cd171b6 elementor-widget elementor-widget-text-editor\" data-id=\"cd171b6\" 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><span style=\"font-weight: 400;\">Les Prompt Engineers ne travaillent pas seuls. Ils collaborent \u00e9troitement avec les <\/span><b>\u00e9quipes techniques<\/b><span style=\"font-weight: 400;\"> et les <\/span><b>d\u00e9veloppeurs<\/b><span style=\"font-weight: 400;\"> pour affiner les performances des mod\u00e8les IA. Leur expertise dans la formulation de prompts permet aux \u00e9quipes de d\u00e9veloppement de mieux comprendre les capacit\u00e9s et les limitations des mod\u00e8les utilis\u00e9s. Ensemble, ils ajustent les algorithmes et les <\/span><b>mod\u00e8les IA<\/b><span style=\"font-weight: 400;\"> pour am\u00e9liorer la qualit\u00e9 des r\u00e9sultats.<\/span><\/p><p><span style=\"font-weight: 400;\">En outre, le Prompt Engineer joue un r\u00f4le cl\u00e9 dans l\u2019<\/span><b>it\u00e9ration<\/b><span style=\"font-weight: 400;\"> et l\u2019<\/span><b>am\u00e9lioration continue<\/b><span style=\"font-weight: 400;\"> des syst\u00e8mes IA. Il fournit des retours d\u2019exp\u00e9rience bas\u00e9s sur l\u2019analyse des r\u00e9sultats, permettant ainsi aux d\u00e9veloppeurs d\u2019affiner les <\/span><b>mod\u00e8les de langage<\/b><span style=\"font-weight: 400;\"> ou les <\/span><a href=\"https:\/\/datascientest.com\/apprentissage-automatique\"><span style=\"font-weight: 400;\">algorithmes d\u2019apprentissage automatique<\/span><\/a><span style=\"font-weight: 400;\">. Cette collaboration favorise une meilleure ad\u00e9quation entre les besoins de l\u2019entreprise et les performances des IA g\u00e9n\u00e9ratives.<\/span><\/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-fb2903f elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"fb2903f\" 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\/formation-prompt-engineering\">\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\">En savoir plus sur notre formation<\/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-651519a e-flex e-con-boxed e-con\" data-id=\"651519a\" 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-5111a27 elementor-widget elementor-widget-heading\" data-id=\"5111a27\" 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-large\">Comment devenir Prompt Engineer ?\n<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-34473a4 elementor-widget elementor-widget-text-editor\" data-id=\"34473a4\" 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><span style=\"font-weight: 400;\">Le m\u00e9tier de Prompt Engineer est en plein essor gr\u00e2ce \u00e0 la mont\u00e9e des <\/span><b>IA g\u00e9n\u00e9ratives<\/b><span style=\"font-weight: 400;\"> comme <\/span><i><span style=\"font-weight: 400;\">ChatGPT, DALL-E <\/span><\/i><span style=\"font-weight: 400;\">et<\/span><i><span style=\"font-weight: 400;\"> MidJourney<\/span><\/i><span style=\"font-weight: 400;\">. Ce r\u00f4le exige une combinaison unique de comp\u00e9tences techniques et comportementales pour tirer le meilleur parti de ces technologies. Bien qu&rsquo;il n&rsquo;existe pas encore de dipl\u00f4me sp\u00e9cifique en Prompt Engineering, il est possible de suivre un parcours qui permet de <\/span><b>se former <\/b><span style=\"font-weight: 400;\">et de s&rsquo;adapter rapidement \u00e0 ce m\u00e9tier d&rsquo;avenir.<\/span><\/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-07e7d49 elementor-widget elementor-widget-heading\" data-id=\"07e7d49\" 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-default\">Les comp\u00e9tences techniques et comportementales requises\n<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-101c3d2 elementor-widget elementor-widget-text-editor\" data-id=\"101c3d2\" 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><span style=\"font-weight: 400;\">Pour devenir un bon Prompt Engineer, plusieurs comp\u00e9tences techniques sont n\u00e9cessaires. Tout d\u2019abord, il est essentiel de ma\u00eetriser les <\/span><b>bases de l\u2019intelligence artificielle<\/b><span style=\"font-weight: 400;\"> et du <\/span><b>machine learning<\/b><span style=\"font-weight: 400;\">. Une compr\u00e9hension des mod\u00e8les de langage comme ceux utilis\u00e9s par <\/span><i><span style=\"font-weight: 400;\">ChatGPT <\/span><\/i><span style=\"font-weight: 400;\">et <\/span><i><span style=\"font-weight: 400;\">DALL-E<\/span><\/i><span style=\"font-weight: 400;\"> est fondamentale pour savoir comment formuler des prompts efficaces.<\/span><\/p><p><span style=\"font-weight: 400;\">En plus des comp\u00e9tences en IA, un bon Prompt Engineer doit avoir une solide capacit\u00e9 \u00e0 \u00e9crire et formuler des requ\u00eates complexes de mani\u00e8re claire et concise. La compr\u00e9hension des <\/span><a href=\"https:\/\/datascientest.com\/algorithme-tout-savoir\"><span style=\"font-weight: 400;\">algorithmes<\/span><\/a><span style=\"font-weight: 400;\"> et des <\/span><b>langages de programmation<\/b><span style=\"font-weight: 400;\"> comme <\/span><a href=\"https:\/\/datascientest.com\/python-tout-savoir\"><span style=\"font-weight: 400;\">Python<\/span><\/a><span style=\"font-weight: 400;\"> peut aussi \u00eatre un atout, car ces outils sont souvent utilis\u00e9s pour tester et am\u00e9liorer les prompts.<\/span><\/p><p><span style=\"font-weight: 400;\">C\u00f4t\u00e9 comportemental, des qualit\u00e9s comme la <\/span><b>cr\u00e9ativit\u00e9<\/b><span style=\"font-weight: 400;\">, la <\/span><b>patience<\/b><span style=\"font-weight: 400;\">, et une forte capacit\u00e9 d\u2019<\/span><b>analyse<\/b><span style=\"font-weight: 400;\"> sont indispensables. Le travail de Prompt Engineering n\u00e9cessite souvent de reformuler et d&rsquo;ajuster les prompts \u00e0 plusieurs reprises pour atteindre le r\u00e9sultat d\u00e9sir\u00e9. Une excellente <\/span><b>communication<\/b><span style=\"font-weight: 400;\"> est \u00e9galement cruciale pour \u00e9changer avec les \u00e9quipes techniques et comprendre les objectifs \u00e0 atteindre.<\/span><\/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-c304dd6 elementor-widget elementor-widget-heading\" data-id=\"c304dd6\" 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-default\">D\u00e9buter dans le Prompt Engineering\n<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f72dc44 elementor-widget elementor-widget-text-editor\" data-id=\"f72dc44\" 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><span style=\"font-weight: 400;\">Bien qu\u2019il n\u2019y ait pas de voie unique pour devenir Prompt Engineer, il est possible de suivre plusieurs \u00e9tapes pour acqu\u00e9rir les comp\u00e9tences n\u00e9cessaires :<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Acqu\u00e9rir des bases en intelligence artificielle<\/b><span style=\"font-weight: 400;\"> : Un dipl\u00f4me en informatique, en <\/span><a href=\"https:\/\/datascientest.com\/data-science-definition\"><span style=\"font-weight: 400;\">data science<\/span><\/a><span style=\"font-weight: 400;\">, ou en <\/span><a href=\"https:\/\/datascientest.com\/software-engineer-tout-savoir\"><span style=\"font-weight: 400;\">ing\u00e9nierie logicielle<\/span><\/a><span style=\"font-weight: 400;\"> est un bon point de d\u00e9part. Des formations en ligne sur l\u2019IA et les mod\u00e8les de langage peuvent \u00e9galement \u00eatre tr\u00e8s utiles pour d\u00e9velopper vos comp\u00e9tences techniques.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Pratiquer avec des outils d\u2019IA g\u00e9n\u00e9rative<\/b><span style=\"font-weight: 400;\"> : Utiliser des plateformes comme <\/span><i><span style=\"font-weight: 400;\">OpenAI<\/span><\/i><span style=\"font-weight: 400;\"> ou <\/span><i><span style=\"font-weight: 400;\">MidJourney<\/span><\/i><span style=\"font-weight: 400;\"> pour s&rsquo;entra\u00eener \u00e0 \u00e9crire des prompts et observer comment l&rsquo;IA r\u00e9agit est essentiel. Cela vous permet d\u2019affiner vos capacit\u00e9s \u00e0 formuler des requ\u00eates optimales.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Se tenir inform\u00e9 des derni\u00e8res avanc\u00e9es<\/b><span style=\"font-weight: 400;\"> : Le domaine des IA g\u00e9n\u00e9ratives \u00e9volue rapidement. Participer \u00e0 des conf\u00e9rences, suivre des formations continues, ou rejoindre des communaut\u00e9s sp\u00e9cialis\u00e9es dans l\u2019IA est crucial pour rester \u00e0 jour sur les meilleures pratiques.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>D\u00e9velopper une expertise en optimisation de prompts<\/b><span style=\"font-weight: 400;\"> : L\u2019optimisation de prompts est un travail it\u00e9ratif. Il faut apprendre \u00e0 tester diff\u00e9rents formats et formulations pour am\u00e9liorer les r\u00e9sultats g\u00e9n\u00e9r\u00e9s par l\u2019IA.<\/span><\/li><\/ul><p><span style=\"font-weight: 400;\">Ces \u00e9tapes vous permettront de d\u00e9marrer une carri\u00e8re en tant que <\/span><b>Prompt Engineer<\/b><span style=\"font-weight: 400;\"> et d&rsquo;acqu\u00e9rir les comp\u00e9tences recherch\u00e9es par les entreprises dans ce domaine en pleine expansion.<\/span><\/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-0f3ae7c elementor-widget elementor-widget-shortcode\" data-id=\"0f3ae7c\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-shortcode\">\t\t<div data-elementor-type=\"section\" data-elementor-id=\"248143\" class=\"elementor elementor-248143\" data-elementor-post-type=\"elementor_library\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-96b4072 e-flex e-con-boxed e-con\" data-id=\"96b4072\" 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-2e6489d elementor-widget elementor-widget-html\" data-id=\"2e6489d\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<!DOCTYPE html>\n<html lang=\"fr\">\n<head>\n    <meta charset=\"UTF-8\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n    <style>\n        .container {\n            background-color: #F9CB5E;\n            border-radius: 8px;\n            padding: 20px;\n            width: 80%;\n            max-width: 800px;\n            margin: auto;\n            text-align: left;\n            box-sizing: border-box;\n        }\n        .icon {\n            width: 60px;\n            height: 70px;\n            vertical-align: middle;\n            margin-right: 10px;\n            margin-top: -10px; \/* Adjust this value to move the icon up or down *\/\n        }\n        .content {\n            font-size: 16px;\n            color: #000000;\n            margin: 20px 0;\n        }\n        .highlight {\n            font-weight: bold;\n        }\n        .link {\n            color: #4628DD;\n            text-decoration: none;\n        }\n        .button {\n            display: inline-block;\n            background-color: #4628DD;\n            color: #FFFFFF;\n            padding: 10px 20px;\n            border-radius: 5px;\n            text-align: center;\n            text-decoration: none;\n            font-size: 16px;\n            margin-top: 20px;\n        }\n        .elementor-heading-title {\n            font-family: \"Urbanist\", Sans-serif;\n            font-size: 28px;\n            font-weight: bold;\n            margin: 0;\n            display: inline-block;\n            vertical-align: middle;\n        }\n        @media (max-width: 600px) {\n            .container {\n                width: 90%;\n                padding: 10px;\n            }\n            .content {\n                font-size: 14px;\n            }\n            .button {\n                font-size: 14px;\n                padding: 8px 16px;\n            }\n        }\n    <\/style>\n<\/head>\n<body>\n    <div class=\"container\">\n        <div>\n            <img decoding=\"async\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/07\/icon_form_dst-e1722440000130.png\" alt=\"feuille de test aux couleurs de DataScientest\" class=\"icon\">\n            <p class=\"elementor-heading-title elementor-size-default\">\u00cates-vous fait pour travailler dans la Data ?<\/br> Faites le test ! <\/p>\n        <\/div>\n        <div class=\"content\">\n            Vous aimeriez savoir si vous avez les comp\u00e9tences pour faire carri\u00e8re dans la <b>Data Science<\/b> ?\n            D\u00e9couvrez-le en <b>2 minutes<\/b> gr\u00e2ce \u00e0 <b>notre test en ligne gratuit<\/b>. Recevez une \u00e9valuation personnalis\u00e9e et des recommandations sur le m\u00e9tier de la data qui vous correspond.\n            Ne manquez pas cette chance de <b>transformer votre avenir professionnel<\/b> !\n        <\/div>\n        <div style=\"margin-top: 20px;\">\n            <a id=\"button_tst\" class=\"elementor-button elementor-button-link\" href=\"https:\/\/datascientest.com\/questionnaire-profil-data?utm_source=datascientest.com&utm_medium=internal&utm_campaign=banner_articles_tst\" target=\"_blank\">\n                <span class=\"elementor-button-content-wrapper\">\n                    <span class=\"elementor-button-text\">Faire le test en ligne<\/span>\n                <\/span>\n            <\/a>\n        <\/div>\n    <\/div>\n<\/html>\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\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-94c2cfe elementor-widget elementor-widget-heading\" data-id=\"94c2cfe\" 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-large\">Comment se former au Prompt Engineering ?\n<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fa4bc69 elementor-widget elementor-widget-text-editor\" data-id=\"fa4bc69\" 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><span style=\"font-weight: 400;\">Le m\u00e9tier de Prompt Engineer est en plein d\u00e9veloppement, et se former dans ce domaine offre de <\/span><b>nombreuses opportunit\u00e9s<\/b><span style=\"font-weight: 400;\">. Pour r\u00e9ussir dans ce secteur, il est essentiel de suivre une formation ad\u00e9quate en Prompt Engineering.<\/span><\/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-4ee4186 elementor-widget elementor-widget-heading\" data-id=\"4ee4186\" 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-default\">Pourquoi se former au Prompt Engineering ?\n<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c00b7a3 elementor-widget elementor-widget-text-editor\" data-id=\"c00b7a3\" 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><span style=\"font-weight: 400;\">Se former au Prompt Engineering est essentiel pour toute personne souhaitant travailler avec des intelligences artificielles g\u00e9n\u00e9ratives. Un Prompt Engineer form\u00e9 sait comment \u00e9crire des prompts pr\u00e9cis et <\/span><b>optimis\u00e9s pour guider l\u2019IA<\/b><span style=\"font-weight: 400;\"> et <\/span><b>obtenir les meilleurs r\u00e9sultats<\/b><span style=\"font-weight: 400;\"> possibles. Ce m\u00e9tier exige une <\/span><b>connaissance approfondie<\/b><span style=\"font-weight: 400;\"> des mod\u00e8les de langage (LLM), ce qui rend la formation indispensable pour acqu\u00e9rir les comp\u00e9tences n\u00e9cessaires.<\/span><\/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-675df94 elementor-widget elementor-widget-heading\" data-id=\"675df94\" 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-default\">Formations disponibles et recommandations pour les d\u00e9butants\n<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7065f07 elementor-widget elementor-widget-text-editor\" data-id=\"7065f07\" 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><span style=\"font-weight: 400;\">Bien que le Prompt Engineering soit un m\u00e9tier relativement nouveau, plusieurs formations sont d\u00e9j\u00e0 disponibles pour les d\u00e9butants. De nombreux <\/span><b>cours en ligne<\/b><span style=\"font-weight: 400;\">, gratuits ou payants, permettent de se familiariser avec les bases de l\u2019intelligence artificielle, des mod\u00e8les de langage, et l\u2019art de r\u00e9diger des prompts optimis\u00e9s.<\/span><\/p><p><span style=\"font-weight: 400;\">Pour d\u00e9buter, il est recommand\u00e9 de suivre un cours en intelligence artificielle ou en machine learning, puis d\u2019approfondir avec des <\/span><b>modules sp\u00e9cialis\u00e9s<\/b><span style=\"font-weight: 400;\"> en IA g\u00e9n\u00e9rative et optimisation des prompts.<\/span><\/p><p><span style=\"font-weight: 400;\">Il est aussi essentiel de <\/span><b>s\u2019entra\u00eener r\u00e9guli\u00e8rement<\/b><span style=\"font-weight: 400;\">, la pratique aide \u00e0 perfectionner ses comp\u00e9tences et \u00e0 comprendre comment les mod\u00e8les de langage r\u00e9agissent \u00e0 diff\u00e9rentes formulations.<\/span><\/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-d0e64ae elementor-widget elementor-widget-heading\" data-id=\"d0e64ae\" 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-default\">DataScientest : une formation intensive en Prompt Engineering\n<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b3083fa elementor-widget elementor-widget-text-editor\" data-id=\"b3083fa\" 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><a href=\"https:\/\/datascientest.com\/\"><span style=\"font-weight: 400;\">DataScientest<\/span><\/a><span style=\"font-weight: 400;\"> propose une formation intensive sp\u00e9cialement con\u00e7ue pour les professionnels souhaitant se former rapidement au <\/span><a href=\"https:\/\/datascientest.com\/formation-prompt-engineering\"><span style=\"font-weight: 400;\">Prompt Engineering<\/span><\/a><span style=\"font-weight: 400;\">. Cette formation s\u2019adresse \u00e0 ceux qui veulent <\/span><b>ma\u00eetriser les intelligences artificielles g\u00e9n\u00e9ratives<\/b><span style=\"font-weight: 400;\"> et apprendre \u00e0 r\u00e9diger des prompts optimis\u00e9s pour des outils comme <\/span><i><span style=\"font-weight: 400;\">ChatGPT<\/span><\/i><span style=\"font-weight: 400;\"> et <\/span><i><span style=\"font-weight: 400;\">MidJourney<\/span><\/i><span style=\"font-weight: 400;\">.<\/span><\/p><p><span style=\"font-weight: 400;\">Les participants auront l&rsquo;occasion de travailler sur des <\/span><b>cas pratiques<\/b><span style=\"font-weight: 400;\">, mettant en \u0153uvre des solutions concr\u00e8tes adapt\u00e9es aux besoins des entreprises. Cette formation permet aux apprenants d&rsquo;acqu\u00e9rir une <\/span><b>expertise pr\u00e9cieuse<\/b><span style=\"font-weight: 400;\">. \u00c0 la fin de la formation, les participants auront une solide ma\u00eetrise de l&rsquo;IA g\u00e9n\u00e9rative et seront capables de <\/span><b>r\u00e9diger des<\/b> <b>prompts<\/b><span style=\"font-weight: 400;\"> pour diff\u00e9rents outils de pointe.<\/span><\/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-a231294 elementor-widget__width-initial elementor-widget elementor-widget-video\" data-id=\"a231294\" data-element_type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/www.youtube.com\\\/watch?v=VlbOFbdrK2E&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.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-video .elementor-widget-container{overflow:hidden;transform:translateZ(0)}.elementor-widget-video .elementor-wrapper{aspect-ratio:var(--video-aspect-ratio)}.elementor-widget-video .elementor-wrapper iframe,.elementor-widget-video .elementor-wrapper video{height:100%;width:100%;display:flex;border:none;background-color:#000}@supports not (aspect-ratio:1\/1){.elementor-widget-video .elementor-wrapper{position:relative;overflow:hidden;height:0;padding-bottom:calc(100% \/ var(--video-aspect-ratio))}.elementor-widget-video .elementor-wrapper iframe,.elementor-widget-video .elementor-wrapper video{position:absolute;top:0;right:0;bottom:0;left:0}}.elementor-widget-video .elementor-open-inline .elementor-custom-embed-image-overlay{position:absolute;top:0;right:0;bottom:0;left:0;background-size:cover;background-position:50%}.elementor-widget-video .elementor-custom-embed-image-overlay{cursor:pointer;text-align:center}.elementor-widget-video .elementor-custom-embed-image-overlay:hover .elementor-custom-embed-play i{opacity:1}.elementor-widget-video .elementor-custom-embed-image-overlay img{display:block;width:100%;aspect-ratio:var(--video-aspect-ratio);-o-object-fit:cover;object-fit:cover;-o-object-position:center center;object-position:center center}@supports not (aspect-ratio:1\/1){.elementor-widget-video .elementor-custom-embed-image-overlay{position:relative;overflow:hidden;height:0;padding-bottom:calc(100% \/ var(--video-aspect-ratio))}.elementor-widget-video .elementor-custom-embed-image-overlay img{position:absolute;top:0;right:0;bottom:0;left:0}}.elementor-widget-video .e-hosted-video .elementor-video{-o-object-fit:cover;object-fit:cover}.e-con-inner>.elementor-widget-video,.e-con>.elementor-widget-video{width:var(--container-widget-width);--flex-grow:var(--container-widget-flex-grow)}<\/style>\t\t<div class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ad7da0e elementor-widget elementor-widget-heading\" data-id=\"ad7da0e\" 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-large\">Quel est le salaire du Prompt Engineer ?\n<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-13e8889 elementor-widget elementor-widget-text-editor\" data-id=\"13e8889\" 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><span style=\"font-weight: 400;\">Le m\u00e9tier de Prompt Engineer est en pleine expansion, et les salaires propos\u00e9s pour ce poste refl\u00e8tent l&rsquo;<\/span><b>importante croissance<\/b><span style=\"font-weight: 400;\"> de l&rsquo;intelligence artificielle g\u00e9n\u00e9rative dans divers secteurs. Globalement, le <\/span><a href=\"https:\/\/datascientest.com\/salaire-prompt-engineer\"><span style=\"font-weight: 400;\">salaire d&rsquo;un Prompt Engineer<\/span><\/a><span style=\"font-weight: 400;\"> est <\/span><b>comp\u00e9titif<\/b><span style=\"font-weight: 400;\">, voici un tableau r\u00e9capitulatif qui pr\u00e9sente la moyenne des revenus pour ce poste :<\/span><\/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-5a2d05d elementor-widget elementor-widget-html\" data-id=\"5a2d05d\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<table>\r\n    <thead>\r\n        <tr>\r\n            <th>Niveau d'exp\u00e9rience<\/th>\r\n            <th>Salaire annuel (\u20ac)<\/th>\r\n            <th>Salaire annuel (USD)<\/th>\r\n        <\/tr>\r\n    <\/thead>\r\n    <tbody>\r\n        <tr>\r\n            <td>Junior (0 - 2 ans d'exp\u00e9rience)<\/td>\r\n            <td>37 200 - 42 000<\/td>\r\n            <td>40 000 - 45 000<\/td>\r\n        <\/tr>\r\n        <tr>\r\n            <td>Exp\u00e9riment\u00e9 (3 - 5 ans d'exp\u00e9rience)<\/td>\r\n            <td>60 000<\/td>\r\n            <td>70 000<\/td>\r\n        <\/tr>\r\n        <tr>\r\n            <td>Senior (5+ ans d'exp\u00e9rience)<\/td>\r\n            <td>81 600 - 90 000<\/td>\r\n            <td>90 000 - 100 000<\/td>\r\n        <\/tr>\r\n        <tr>\r\n            <td>Freelance<\/td>\r\n            <td>100 000+<\/td>\r\n            <td>110 000+<\/td>\r\n        <\/tr>\r\n    <\/tbody>\r\n<\/table>\r\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f0642b6 elementor-widget elementor-widget-heading\" data-id=\"f0642b6\" 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-default\">Comparaison des salaires entre diff\u00e9rents pays et secteurs\n<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f9a61f4 elementor-widget elementor-widget-text-editor\" data-id=\"f9a61f4\" 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><span style=\"font-weight: 400;\">Le salaire moyen d&rsquo;un Prompt Engineer varie consid\u00e9rablement en fonction des pays et des industries. Aux <\/span><b>\u00c9tats-Unis<\/b><span style=\"font-weight: 400;\">, par exemple, les Prompt Engineers peuvent s&rsquo;attendre \u00e0 des r\u00e9mun\u00e9rations particuli\u00e8rement attractives, notamment dans les grandes entreprises technologiques comme <\/span><i><span style=\"font-weight: 400;\">Google <\/span><\/i><span style=\"font-weight: 400;\">ou <\/span><i><span style=\"font-weight: 400;\">OpenAI<\/span><\/i><span style=\"font-weight: 400;\">. Les salaires peuvent atteindre entre <\/span><b>120 000<\/b><span style=\"font-weight: 400;\"> et <\/span><b>250 000 dollars<\/b><span style=\"font-weight: 400;\"> par an pour les professionnels les plus exp\u00e9riment\u00e9s.<\/span><\/p><p><span style=\"font-weight: 400;\">En <\/span><b>France<\/b><span style=\"font-weight: 400;\">, un Prompt Engineer d\u00e9butant peut esp\u00e9rer un salaire de <\/span><b>4 100 \u20ac <\/b><span style=\"font-weight: 400;\">\u00e0 <\/span><b>6 600 \u20ac bruts par mois<\/b><span style=\"font-weight: 400;\">. Dans certains secteurs de pointe, comme la <\/span><b>cybers\u00e9curit\u00e9<\/b><span style=\"font-weight: 400;\"> ou la <\/span><b>finance<\/b><span style=\"font-weight: 400;\">, ces chiffres peuvent encore augmenter.<\/span><\/p><p><span style=\"font-weight: 400;\">Les secteurs qui recrutent activement des Prompt Engineers incluent la <\/span><b>technologie<\/b><span style=\"font-weight: 400;\">, les <\/span><b>startups IA<\/b><span style=\"font-weight: 400;\">, la <\/span><b>cybers\u00e9curit\u00e9<\/b><span style=\"font-weight: 400;\">, ainsi que les entreprises de<\/span><b> services financiers<\/b><span style=\"font-weight: 400;\">. <\/span><span style=\"font-weight: 400;\"><br \/><\/span><span style=\"font-weight: 400;\">Dans ces domaines, les comp\u00e9tences en optimisation des prompts et en collaboration avec les <\/span><b>\u00e9quipes de d\u00e9veloppement<\/b><span style=\"font-weight: 400;\"> sont particuli\u00e8rement recherch\u00e9es, ce qui justifie des niveaux de r\u00e9mun\u00e9ration \u00e9lev\u00e9s.<\/span><\/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-015947b elementor-widget elementor-widget-heading\" data-id=\"015947b\" 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-default\">Facteurs influen\u00e7ant le salaire d\u2019un Prompt Engineer\n<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bb48029 elementor-widget elementor-widget-text-editor\" data-id=\"bb48029\" 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><span style=\"font-weight: 400;\">Plusieurs facteurs influencent directement le salaire d\u2019un Prompt Engineer. L\u2019un des premiers crit\u00e8res est l\u2019<\/span><b>exp\u00e9rience<\/b><span style=\"font-weight: 400;\"> dans le domaine de l\u2019intelligence artificielle.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">La <\/span><b>localisation g\u00e9ographique<\/b><span style=\"font-weight: 400;\"> joue \u00e9galement un r\u00f4le majeur. Les salaires sont g\u00e9n\u00e9ralement plus \u00e9lev\u00e9s dans les grandes m\u00e9tropoles technologiques comme San Francisco, New York ou Paris, o\u00f9 les entreprises ont un besoin accru de talents sp\u00e9cialis\u00e9s en IA g\u00e9n\u00e9rative.<\/span><\/p><p><span style=\"font-weight: 400;\">Enfin, le <\/span><b>secteur d\u2019activit\u00e9<\/b><span style=\"font-weight: 400;\"> influence fortement la r\u00e9mun\u00e9ration. Les entreprises de technologie et de cybers\u00e9curit\u00e9 offrent souvent des salaires plus \u00e9lev\u00e9s en raison de la demande croissante pour des solutions IA avanc\u00e9es.\u00a0<\/span><\/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-a70c35e elementor-widget elementor-widget-image\" data-id=\"a70c35e\" 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\t\t\t<img decoding=\"async\" width=\"800\" height=\"457\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/DALL\u00b7E-2023-12-12-09.27.15-An-illustration-showing-a-prompt-engineer-counting-their-salary.-The-scene-includes-a-young-Middle-Eastern-man-a-prompt-engineer-sitting-at-his-desk-1024x585.png\" class=\"attachment-large size-large wp-image-225341\" alt=\"Un jeune homme, ing\u00e9nieur de prompt, assis \u00e0 son bureau, regardant un \u00e9cran d&#039;ordinateur affichant les d\u00e9tails de son salaire et tenant une calculatrice, entour\u00e9 de symboles de r\u00e9ussite financi\u00e8re comme des piles de pi\u00e8ces, de la monnaie papier et un graphique de croissance salariale, dans un bureau moderne \u00e9quip\u00e9 de gadgets technologiques.\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/DALL\u00b7E-2023-12-12-09.27.15-An-illustration-showing-a-prompt-engineer-counting-their-salary.-The-scene-includes-a-young-Middle-Eastern-man-a-prompt-engineer-sitting-at-his-desk-1024x585.png 1024w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/DALL\u00b7E-2023-12-12-09.27.15-An-illustration-showing-a-prompt-engineer-counting-their-salary.-The-scene-includes-a-young-Middle-Eastern-man-a-prompt-engineer-sitting-at-his-desk-300x171.png 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/DALL\u00b7E-2023-12-12-09.27.15-An-illustration-showing-a-prompt-engineer-counting-their-salary.-The-scene-includes-a-young-Middle-Eastern-man-a-prompt-engineer-sitting-at-his-desk-768x439.png 768w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/DALL\u00b7E-2023-12-12-09.27.15-An-illustration-showing-a-prompt-engineer-counting-their-salary.-The-scene-includes-a-young-Middle-Eastern-man-a-prompt-engineer-sitting-at-his-desk-1536x878.png 1536w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/DALL\u00b7E-2023-12-12-09.27.15-An-illustration-showing-a-prompt-engineer-counting-their-salary.-The-scene-includes-a-young-Middle-Eastern-man-a-prompt-engineer-sitting-at-his-desk.png 1792w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\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-f37e345 e-flex e-con-boxed e-con\" data-id=\"f37e345\" 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-bd97d01 elementor-widget elementor-widget-heading\" data-id=\"bd97d01\" 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-large\">Quels sont les d\u00e9bouch\u00e9s pour un Prompt Engineer ?\n<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b4e7a72 elementor-widget elementor-widget-text-editor\" data-id=\"b4e7a72\" 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><span style=\"font-weight: 400;\">Le m\u00e9tier de Prompt Engineer est en<\/span><b> pleine expansion<\/b><span style=\"font-weight: 400;\"> et ouvre la voie \u00e0 de nombreux d\u00e9bouch\u00e9s dans divers secteurs. Les Prompt Engineers sont ainsi devenus des professionnels cl\u00e9s, s\u2019offrant un large \u00e9ventail d&rsquo;opportunit\u00e9s professionnelles dans diff\u00e9rents domaines.<\/span><\/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-1ecc302 elementor-widget elementor-widget-heading\" data-id=\"1ecc302\" 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-default\">Les secteurs qui recrutent des Prompt Engineers\n<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c88eaff elementor-widget elementor-widget-text-editor\" data-id=\"c88eaff\" 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><span style=\"font-weight: 400;\">Les <\/span><b>secteurs technologiques <\/b><span style=\"font-weight: 400;\">sont bien s\u00fbr les premiers \u00e0 recruter des Prompt Engineers. Les entreprises qui d\u00e9veloppent des solutions d&rsquo;intelligence artificielle g\u00e9n\u00e9rative, comme les startups IA et les g\u00e9ants de la technologie, sont constamment \u00e0 la recherche de talents capables de maximiser le potentiel de leurs mod\u00e8les IA, tels que <\/span><a href=\"https:\/\/datascientest.com\/google-gemini-tout-savoir\"><span style=\"font-weight: 400;\">Gemini<\/span><\/a><span style=\"font-weight: 400;\"> ou <\/span><a href=\"https:\/\/datascientest.com\/claude-3-danthropic-le-llm-qui-detrone-gpt-4\"><span style=\"font-weight: 400;\">Claude 3<\/span><\/a><span style=\"font-weight: 400;\">.<\/span><\/p><p><span style=\"font-weight: 400;\">Outre la <\/span><b>technologie<\/b><span style=\"font-weight: 400;\">, le secteur de la <\/span><b>cybers\u00e9curit\u00e9<\/b><span style=\"font-weight: 400;\"> recrute activement des <\/span><b>Prompt Engineers<\/b><span style=\"font-weight: 400;\"> pour d\u00e9velopper des mod\u00e8les capables d&rsquo;automatiser la d\u00e9tection et la pr\u00e9vention des menaces. De m\u00eame, le secteur de la <\/span><b>finance<\/b><span style=\"font-weight: 400;\"> utilise les comp\u00e9tences des <\/span><b>Prompt Engineers<\/b><span style=\"font-weight: 400;\"> pour optimiser l&rsquo;<\/span><a href=\"https:\/\/datascientest.com\/data-analysis-tout-savoir\"><span style=\"font-weight: 400;\">analyse des donn\u00e9es<\/span><\/a><span style=\"font-weight: 400;\"> et l&rsquo;<\/span><a href=\"https:\/\/datascientest.com\/script-automatisation-tout-savoir\"><span style=\"font-weight: 400;\">automatisation des processus<\/span><\/a><span style=\"font-weight: 400;\"> de prise de d\u00e9cision.<\/span><\/p><p><span style=\"font-weight: 400;\">Le domaine de la <\/span><b>cr\u00e9ation de contenu<\/b><span style=\"font-weight: 400;\"> est \u00e9galement en pleine transformation gr\u00e2ce \u00e0 l\u2019IA. De grandes entreprises, ainsi que des agences de communication et des studios de cr\u00e9ation, utilisent des Prompt Engineers pour g\u00e9n\u00e9rer des textes, des images ou des vid\u00e9os automatis\u00e9es. Le secteur des <\/span><b>jeux vid\u00e9o<\/b><span style=\"font-weight: 400;\"> recrute \u00e9galement pour am\u00e9liorer l\u2019exp\u00e9rience utilisateur via des mod\u00e8les IA performants.<\/span><\/p><p><span style=\"font-weight: 400;\">D&rsquo;autres secteurs comme la <\/span><b>sant\u00e9<\/b><span style=\"font-weight: 400;\"> et l&rsquo;<\/span><b>automobile<\/b><span style=\"font-weight: 400;\"> commencent \u00e0 explorer le potentiel des Prompt Engineers pour des projets li\u00e9s \u00e0 l&rsquo;automatisation et \u00e0 l&rsquo;optimisation des processus gr\u00e2ce \u00e0 l&rsquo;IA.<\/span><\/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-20656c8 elementor-widget elementor-widget-heading\" data-id=\"20656c8\" 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-default\">Le r\u00f4le du freelance dans le Prompt Engineering\n<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b958f7a elementor-widget elementor-widget-text-editor\" data-id=\"b958f7a\" 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><span style=\"font-weight: 400;\">Le r\u00f4le du freelance dans le Prompt Engineering est <\/span><b>essentiel pour les entreprises<\/b><span style=\"font-weight: 400;\"> qui n\u2019ont pas les ressources pour embaucher un expert \u00e0 plein temps, mais qui ont n\u00e9anmoins besoin d\u2019optimiser l\u2019utilisation de leurs mod\u00e8les d&rsquo;IA.<\/span><\/p><p><span style=\"font-weight: 400;\">Les plateformes de freelancing comme <\/span><b>Upwork<\/b><span style=\"font-weight: 400;\"> ou <\/span><b>Fiverr<\/b><span style=\"font-weight: 400;\"> proposent r\u00e9guli\u00e8rement des missions pour des Prompt Engineers. Ces missions vont de la <\/span><b>r\u00e9daction de prompts <\/b><span style=\"font-weight: 400;\">personnalis\u00e9s \u00e0 l\u2019<\/span><b>optimisation des mod\u00e8les IA<\/b><span style=\"font-weight: 400;\"> pour des clients vari\u00e9s, allant des petites entreprises aux multinationales.<\/span><\/p><p><span style=\"font-weight: 400;\">Le Prompt Engineer freelance peut \u00e9galement se sp\u00e9cialiser dans la cr\u00e9ation et la <\/span><b>vente de prompts optimis\u00e9s<\/b><span style=\"font-weight: 400;\"> pour des secteurs sp\u00e9cifiques, ou encore offrir des services de <\/span><b>conseil <\/b><span style=\"font-weight: 400;\">pour <\/span><b>former des \u00e9quipes<\/b><span style=\"font-weight: 400;\"> internes \u00e0 l&rsquo;optimisation des prompts.<\/span><\/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-2e905bb e-flex e-con-boxed e-con\" data-id=\"2e905bb\" 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-f61ed2e elementor-widget elementor-widget-text-editor\" data-id=\"f61ed2e\" 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><span style=\"font-weight: 400;\">Vous savez tout sur le r\u00f4le de Prompt Engineer. Pour plus d\u2019informations sur le m\u00eame sujet, d\u00e9couvrez <a href=\"https:\/\/datascientest.com\/machine-learning-tout-savoir\">notre dossier complet sur le Machine Learning<\/a> et <a href=\"https:\/\/datascientest.com\/fonctionnement-des-reseaux-neurones\">notre dossier sur les r\u00e9seaux de neurones<\/a>.<\/span><\/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-c56e7b3 elementor-align-center button-principal elementor-widget elementor-widget-button\" data-id=\"c56e7b3\" 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-md\" href=\"https:\/\/datascientest.com\/formation-prompt-engineering\">\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\">Devenir Prompt 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-212abe7 e-flex e-con-boxed e-con\" data-id=\"212abe7\" 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-2d5ca88 elementor-widget elementor-widget-html\" data-id=\"2d5ca88\" 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\">\r\n{\r\n  \"@context\": \"https:\/\/schema.org\",\r\n  \"@type\": \"FAQPage\",\r\n  \"mainEntity\": [{\r\n    \"@type\": \"Question\",\r\n      \"name\": \"Qu\u2019est-ce que le Prompt Engineering ?\",\r\n      \"acceptedAnswer\": {\r\n        \"@type\": \"Answer\",\r\n        \"text\": \"Le Prompt Engineering est un processus essentiel dans l\u2019intelligence artificielle g\u00e9n\u00e9rative. Il consiste \u00e0 cr\u00e9er des prompts, ou instructions textuelles, pour guider une IA g\u00e9n\u00e9rative comme ChatGPT ou DALL-E afin de produire des r\u00e9sultats pr\u00e9cis et adapt\u00e9s aux besoins de l\u2019utilisateur.\"\r\n      }\r\n    }, {\r\n      \"@type\": \"Question\",\r\n      \"name\": \"Pourquoi le Prompt Engineering est-il essentiel dans les entreprises ?\",\r\n      \"acceptedAnswer\": {\r\n        \"@type\": \"Answer\",\r\n        \"text\": \"Les entreprises utilisent les IA g\u00e9n\u00e9ratives pour automatiser des t\u00e2ches complexes telles que la cr\u00e9ation de contenu, l\u2019analyse de donn\u00e9es ou la g\u00e9n\u00e9ration d\u2019images. Le Prompt Engineering permet de maximiser la performance des IA en formulant des instructions adapt\u00e9es, garantissant ainsi des r\u00e9sultats plus pr\u00e9cis et pertinents.\"\r\n      }\r\n    }, {\r\n      \"@type\": \"Question\",\r\n      \"name\": \"Qu'est-ce qui diff\u00e9rencie une IA g\u00e9n\u00e9rative d'une IA traditionnelle ?\",\r\n      \"acceptedAnswer\": {\r\n        \"@type\": \"Answer\",\r\n        \"text\": \"Une IA g\u00e9n\u00e9rative, comme les LLM (Large Language Models) utilis\u00e9s par ChatGPT ou DALL-E, est capable de produire du contenu in\u00e9dit \u00e0 partir d\u2019un prompt. Contrairement aux IA traditionnelles, qui se concentrent sur des t\u00e2ches sp\u00e9cifiques, les IA g\u00e9n\u00e9ratives peuvent cr\u00e9er des textes, des images ou du code en r\u00e9ponse \u00e0 des requ\u00eates vari\u00e9es.\"\r\n      }\r\n    }, {\r\n      \"@type\": \"Question\",\r\n      \"name\": \"Qu'est-ce qu'un prompt ?\",\r\n      \"acceptedAnswer\": {\r\n        \"@type\": \"Answer\",\r\n        \"text\": \"Un prompt est une instruction textuelle que l\u2019on fournit \u00e0 une IA g\u00e9n\u00e9rative pour obtenir une r\u00e9ponse ou un r\u00e9sultat. Les prompts peuvent \u00eatre simples ou complexes, et leur qualit\u00e9 influence directement la pertinence des r\u00e9ponses g\u00e9n\u00e9r\u00e9es par l\u2019IA.\"\r\n      }\r\n    }]\r\n}\r\n<\/script>\r\n\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\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Le m\u00e9tier de Prompt Engineer \u00e9merge depuis 2023 avec la mont\u00e9e des intelligences artificielles g\u00e9n\u00e9ratives. Ce professionnel a pour mission de concevoir des prompts, des instructions pr\u00e9cises, pour guider l&rsquo;IA vers des r\u00e9sultats optimaux. De par leur compr\u00e9hension accrue de ces syst\u00e8mes, les entreprises dans des secteurs vari\u00e9s (technologie, finance, jeux vid\u00e9o) recrutent des experts [&hellip;]<\/p>\n","protected":false},"author":45,"featured_media":234942,"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>Prompt Engineer : tout savoir sur ce nouveau m\u00e9tier de l&#039;IA<\/title>\n<meta name=\"description\" content=\"D\u00e9couvrez tout ce que vous devez savoir sur cette profession qui pourrait vite devenir incontournable dans toutes les industries !\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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name=\"author\" content=\"Daniel\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u00c9crit par\" \/>\n\t<meta name=\"twitter:data1\" content=\"Daniel\" \/>\n\t<meta name=\"twitter:label2\" content=\"Dur\u00e9e de lecture estim\u00e9e\" \/>\n\t<meta name=\"twitter:data2\" content=\"16 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/datascientest.com\/prompt-engineer-tout-savoir\",\"url\":\"https:\/\/datascientest.com\/prompt-engineer-tout-savoir\",\"name\":\"Prompt Engineer : tout savoir sur ce nouveau m\u00e9tier de 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