{"id":77063,"date":"2023-07-18T07:45:25","date_gmt":"2023-07-18T05:45:25","guid":{"rendered":"https:\/\/visionarymarketing.com\/?p=77063"},"modified":"2025-02-07T11:41:07","modified_gmt":"2025-02-07T10:41:07","slug":"prompt-engineer","status":"publish","type":"post","link":"https:\/\/visionarymarketing.com\/fr\/2023\/07\/18\/prompt-engineer\/","title":{"rendered":"Prompt engineer : un m\u00e9tier \u00e0 335 000 $ ?"},"content":{"rendered":"<p><em>Avez-vous d\u00e9j\u00e0 entendu parler du m\u00e9tier de Prompt Engineer\u2009? C\u2019est un sujet qui \u00e9tait au c\u0153ur de l\u2019intervention de <a href=\"https:\/\/www.linkedin.com\/in\/leeodden\/\" target=\"_blank\" rel=\"noopener\">Lee Odden<\/a> lors du sommet\u00a0B2B 2023 qui s\u2019est tenu \u00e0 Paris en juin dernier. \u00c0 mesure que la technologie progresse, de plus en plus d\u2019emplois risquent d\u2019\u00eatre boulevers\u00e9s. En tant que sp\u00e9cialistes du marketing, nous sommes \u00e9galement invit\u00e9s \u00e0 changer. \u00c0 l\u2019\u00e8re de l\u2019IA g\u00e9n\u00e9rative, cela signifie que la capacit\u00e9 \u00e0 composer un message devient une comp\u00e9tence cruciale. Que vous soyez d\u00e9j\u00e0 impliqu\u00e9 dans des sujets li\u00e9s \u00e0 l\u2019IA ou que vous jouiez simplement avec le logiciel, vous vous \u00eates tous retrouv\u00e9s un jour ou l\u2019autre \u00e0 essayer de jouer au \u00ab\u2009Prompt Engineer\u2009\u00bb. Examinons de plus pr\u00e8s cette nouvelle comp\u00e9tence, le Prompt Engineering, qui pourrait devenir si importante \u00e0 l\u2019avenir.<\/em><\/p>\n<h2>\u00ab\u2009Prompt Engineer\u2009\u00bb sachant \u00ab\u2009prompter\u2009\u00bb = bon marketeur ?<\/h2>\n<figure id=\"attachment_77044\" aria-describedby=\"caption-attachment-77044\" style=\"width: 1344px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"wp-image-77044 size-full\" src=\"https:\/\/visionarymarketing.com\/wp-content\/uploads\/2023\/07\/ygourven-a-pillow-and-a-pile-of-nails-in-a-realistic-look-with-f0817439-4b8a-4b27-bed8-d078ed9fffa0.jpg\" alt=\"\" width=\"1344\" height=\"896\" \/><figcaption id=\"caption-attachment-77044\" class=\"wp-caption-text\">Un bon prompt engineer sait choisir le bon outil. Si vous devez g\u00e9n\u00e9rer une image, utiliser <a href=\"https:\/\/openai.com\/blog\/chatgpt\">ChatGPT<\/a> serait aussi utile que d\u2019essayer d\u2019enfoncer un clou avec un oreiller \u2014 image g\u00e9n\u00e9r\u00e9e avec Midjourney.<\/figcaption><\/figure>\n<h3>De l\u2019importance des prompts<\/h3>\n<p>Qu\u2019est-ce qu\u2019un prompt (NDLR nous pr\u00e9f\u00e9rons garder le terme anglais \u00e0 celui d\u2019invite, qui n\u2019a pas de sens dans ce contexte) et pourquoi est-ce si important\u2009? Lorsque vous utilisez des outils d\u2019IA g\u00e9n\u00e9rative, vous devez leur donner une instruction pour obtenir vos r\u00e9sultats. Cela peut \u00eatre aussi simple que de demander \u00e0 ChatGPT de vous recommander des recettes ou aussi complexe que d\u2019\u00e9crire du code JavaScript.<\/p>\n<p>L\u2019utilisation de l\u2019IA g\u00e9n\u00e9rative, qui semble permettre \u00e0 n\u2019importe qui de cr\u00e9er n\u2019importe quoi, s\u2019accompagne de l\u2019importance du \u00ab\u2009prompt engineering\u2009\u00bb. Une nouvelle discipline qui a donn\u00e9 naissance \u00e0 un nouveau m\u00e9tier\u00a0: le \u00ab\u2009prompt engineer\u2009\u00bb.<\/p>\n<p>Si vous ne savez pas comment guider le logiciel correctement, celui-ci ne donnera pas de bons r\u00e9sultats. La plupart des utilisateurs ont cependant tendance \u00e0 penser qu\u2019\u00eatre capable de concevoir des prompts parfaits est un don, alors qu\u2019en r\u00e9alit\u00e9, il s\u2019agit d\u2019une comp\u00e9tence qui peut \u00eatre perfectionn\u00e9e par n\u2019importe qui. D\u2019o\u00f9 ce nouveau m\u00e9tier de \u00ab\u2009prompt engineer\u2009\u00bb.<\/p>\n<h3>Conna\u00eetre son objectif<\/h3>\n<p>En comprenant ce que vous attendez du logiciel, vous pouvez adapter un prompt \u00e0 vos besoins. Par exemple, lorsque Lee Odden a saisi dans un premier prompt \u00ab\u2009un groupe d\u2019astronautes souriants\u2009\u00bb, il n\u2019a pas pr\u00e9cis\u00e9 pourquoi ils souriaient. En ajoutant les mots cl\u00e9s \u00ab\u2009amical\u2009\u00bb et \u00ab\u2009faisant des signes\u2009\u00bb dans son prompt, il a pu ainsi constater \u00e0 quel point les r\u00e9sultats peuvent \u00eatre diff\u00e9rents.<\/p>\n<figure id=\"attachment_77024\" aria-describedby=\"caption-attachment-77024\" style=\"width: 1300px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"wp-image-77024 size-full\" src=\"https:\/\/visionarymarketing.com\/wp-content\/uploads\/2023\/07\/lee-odden-astronauts.jpg\" alt=\"\" width=\"1300\" height=\"850\" srcset=\"https:\/\/visionarymarketing.com\/wp-content\/uploads\/2023\/07\/lee-odden-astronauts.jpg 520w, https:\/\/visionarymarketing.com\/wp-content\/uploads\/2023\/07\/lee-odden-astronauts-459x300.jpg 459w\" sizes=\"(max-width: 1300px) 100vw, 1300px\" \/><figcaption id=\"caption-attachment-77024\" class=\"wp-caption-text\">En changeant le message de Lee Odden en \u00ab\u2009un groupe d\u2019astronautes sympathiques, souriants et saluant, portant des combinaisons spatiales blanches\u2009\u00bb, j\u2019ai pu cr\u00e9er cette sympathique petite cohorte d\u2019explorateurs. Image g\u00e9n\u00e9r\u00e9e avec Midjourney<\/figcaption><\/figure>\n<p>Attention, ce processus pourrait bien \u00eatre laborieux. Les logiciels d\u2019intelligence artificielle requi\u00e8rent de la patience. Vous saisirez ainsi un prompt, trouverez ce qui manque \u00e0 votre r\u00e9sultat, puis vous devrez le corriger si le r\u00e9sultat n\u2019est pas satisfaisant et ainsi de suite. Tout cela requiert plusieurs it\u00e9rations.<\/p>\n<h3>Choisir son outil<\/h3>\n<p>En plus de conna\u00eetre votre objectif, vous devez \u00e9galement r\u00e9fl\u00e9chir \u00e0 l\u2019outil d\u2019IA que vous allez utiliser. Les plateformes d\u2019IA g\u00e9n\u00e9ratives recouvrent diff\u00e9rents besoins. Depuis la g\u00e9n\u00e9ration d\u2019images \u00e0 la cr\u00e9ation d\u2019avatars parlants \u00e0 utiliser dans les vid\u00e9os. Il est tout aussi important de choisir l\u2019outil qui vous convient le mieux, que de ma\u00eetriser l\u2019Art du prompt. Si vous devez g\u00e9n\u00e9rer une image, utiliser <a href=\"https:\/\/openai.com\/blog\/chatgpt\">ChatGPT<\/a> serait aussi utile que d\u2019essayer d\u2019enfoncer un clou avec un oreiller.<\/p>\n<p>Il existe de nombreuses versions gratuites d\u2019IA g\u00e9n\u00e9rative que vous pouvez trouver sur Internet. ChatGPT, Midjourney, Rytr.me, Synthesia, Poe, <a href=\"https:\/\/www.agilealliance.org\/agile101\/12-principles-behind-the-agile-manifesto\/#\">Adobe Firefly\/Express<\/a>, et ce n\u2019est que pour en citer quelques-uns que j\u2019ai personnellement test\u00e9s. Toutes ces plateformes ont leurs avantages, leurs inconv\u00e9nients et leurs caract\u00e9ristiques particuli\u00e8res. Il est donc conseill\u00e9 d\u2019acqu\u00e9rir de l\u2019exp\u00e9rience dans ces diff\u00e9rents domaines et de trouver celui qui vous convient le mieux.<\/p>\n<h3>Les composantes d\u2019un bon prompt<\/h3>\n<p>Chaque plateforme a donc sa fa\u00e7on de g\u00e9rer les prompts. Il existe n\u00e9anmoins quelques r\u00e8gles communes \u00e0 retenir pour l\u2019\u00e9laboration de ces messages-guides. La cl\u00e9 pour comprendre les besoins de ces messages est en fait tr\u00e8s simple.<\/p>\n<blockquote class=\"quote-light\"><p>L\u2019IA g\u00e9n\u00e9rative est un outil, mais un outil n\u2019est efficace que si son utilisateur le ma\u00eetrise. Alors, ma\u00eetrisez l\u2019Art du prompt\u2009!<\/p><\/blockquote>\n<p>Ainsi s\u2019est exprim\u00e9 Lee Odden. Mais comment faire pour \u00ab\u2009ma\u00eetriser l\u2019Art du prompt\u2009\u00bb\u2009?<\/p>\n<p>Pour cela, vous devez d\u2019abord apprendre \u00e0 <strong>conna\u00eetre le contexte<\/strong> du contenu que vous voulez g\u00e9n\u00e9rer. Ensuite, vous devez <strong>d\u00e9crire l\u2019action<\/strong> \u00e0 entreprendre. Apr\u00e8s cela, vous pouvez <strong>commencer \u00e0 entrer dans des d\u00e9tails plus sp\u00e9cifiques<\/strong> (par exemple, des caract\u00e9ristiques particuli\u00e8res \u00e0 ajouter \u00e0 l\u2019arri\u00e8re-plan ou au sujet).<\/p>\n<p>Voici la forme la plus \u00e9l\u00e9mentaire d\u2019un prompt. Pour aller plus loin, vous pouvez modifier le style de l\u2019image ou du texte. Si vous souhaitez une image en format aquarelle, il vous suffit d\u2019ajouter une virgule et d\u2019ajouter \u00ab\u2009en style aquarelle\u2009\u00bb. Si vous souhaitez g\u00e9n\u00e9rer un texte au format d\u2019un script vid\u00e9o, ajoutez simplement \u00ab\u2009sous forme d\u2019un script vid\u00e9o\u2009\u00bb, c\u2019est tout\u2009!<\/p>\n<blockquote class=\"quote-light\"><p>Techniquement, mon prompt a donn\u00e9 le r\u00e9sultat attendu. Mais mes astronautes souriants sont assez mena\u00e7ants<\/p><\/blockquote>\n<figure id=\"attachment_77086\" aria-describedby=\"caption-attachment-77086\" style=\"width: 1024px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"wp-image-77086 size-large\" src=\"https:\/\/visionarymarketing.com\/wp-content\/uploads\/2023\/07\/sot-so-smiiling-smiling-astronauts-1024x683.jpg\" alt=\"Prompt Engineering\" width=\"1024\" height=\"683\" srcset=\"https:\/\/visionarymarketing.com\/wp-content\/uploads\/2023\/07\/sot-so-smiiling-smiling-astronauts-1024x683.jpg 1024w, https:\/\/visionarymarketing.com\/wp-content\/uploads\/2023\/07\/sot-so-smiiling-smiling-astronauts-450x300.jpg 450w, https:\/\/visionarymarketing.com\/wp-content\/uploads\/2023\/07\/sot-so-smiiling-smiling-astronauts-768x512.jpg 768w, https:\/\/visionarymarketing.com\/wp-content\/uploads\/2023\/07\/sot-so-smiiling-smiling-astronauts.jpg 1344w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption id=\"caption-attachment-77086\" class=\"wp-caption-text\">Ce n\u2019est pas exactement l\u2019image produite par Lee Odden, mais elle y ressemble. Ces astronautes souriants sont un peu bizarres et mena\u00e7ants. \u00c0 noter que les IA g\u00e9n\u00e9ratives ont beaucoup de mal \u00e0 compter jusque 4, ce qui vous obligera \u00e0 d\u2019autres it\u00e9rations.<\/figcaption><\/figure>\n<h3>Incidence potentielle sur le marketing<\/h3>\n<p>L\u2019impact des IA g\u00e9n\u00e9ratives sur le marketing est au c\u0153ur de toutes les discussions. L\u2019une des principales difficult\u00e9s de la nouvelle \u00e8re du marketing est de cr\u00e9er un contenu plus personnalis\u00e9 pour un public plus large. Cela se voit particuli\u00e8rement sur le march\u00e9\u00a0B2B, o\u00f9 les sp\u00e9cialistes du marketing doivent cr\u00e9er de meilleures publicit\u00e9s pour d\u2019autres entreprises, ce qui est tr\u00e8s diff\u00e9rent de la mani\u00e8re dont les sp\u00e9cialistes du marketing\u00a0B2B op\u00e8rent.<\/p>\n<p>Comment l\u2019IA g\u00e9n\u00e9rative peut-elle changer cela\u2009? Eh bien, l\u2019IA g\u00e9n\u00e9rative permet d\u00e9sormais aux cr\u00e9ateurs et aux sp\u00e9cialistes du marketing de se d\u00e9barrasser des t\u00e2ches les plus banales et de consacrer plus de temps \u00e0 des t\u00e2ches plus cr\u00e9atives.<\/p>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-77039 size-full\" src=\"https:\/\/visionarymarketing.com\/wp-content\/uploads\/2023\/07\/leeodden.jpg\" alt=\"\" width=\"2121\" height=\"1681\" \/><\/p>\n<blockquote class=\"quote-light\">\n<div><span lang=\"EN-US\">Le prompt et sa ma\u00eetrise sont des passages oblig\u00e9s dans l\u2019utilisation des outils de saisie en langage naturel<\/span><\/div>\n<\/blockquote>\n<p>Si un marketeur doit cr\u00e9er une page de description produite de 500\u00a0mots pour une liste de 100\u00a0produits, utiliser un outil comme ChatGPT pour lui demander de les r\u00e9diger pour vous a un sens, a expliqu\u00e9 Lee Odden. Si vous parvenez \u00e0 ma\u00eetriser l\u2019Art du prompt, vous devriez \u00eatre en mesure de r\u00e9p\u00e9ter le processus pour chacun des produits, ce qui vous permettra de gagner beaucoup de temps. Ce temps gagn\u00e9 \u00e0 ne pas \u00e9crire chaque mot vous permettra de vous concentrer sur l\u2019aspect plus cr\u00e9atif, qu\u2019il s\u2019agisse de concevoir une campagne publicitaire ou d\u2019habiller les photos de vos produits.<\/p>\n<p>Par contre, il ne faut pas oublier le conseil de Lee Odden\u00a0: si vous \u00eates mauvais, la seule chose que fera l\u2019IA, c\u2019est de vous rendre encore plus mauvais.<\/p>\n<figure id=\"attachment_77089\" aria-describedby=\"caption-attachment-77089\" style=\"width: 640px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"wp-image-77089 size-full\" src=\"https:\/\/visionarymarketing.com\/wp-content\/uploads\/2023\/07\/img-1797.jpg\" alt=\"Prompt Engineering\" width=\"640\" height=\"360\" srcset=\"https:\/\/visionarymarketing.com\/wp-content\/uploads\/2023\/07\/img-1797.jpg 640w, https:\/\/visionarymarketing.com\/wp-content\/uploads\/2023\/07\/img-1797-500x281.jpg 500w, https:\/\/visionarymarketing.com\/wp-content\/uploads\/2023\/07\/img-1797-390x220.jpg 390w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/><figcaption id=\"caption-attachment-77089\" class=\"wp-caption-text\">Un prompt engineer, pourquoi pas, mais si le point de d\u00e9part est mauvais, le r\u00e9sultat final sera encore pire avec l\u2019IA g\u00e9n\u00e9rative, nous explique Lee Odden.<\/figcaption><\/figure>\n<h3>Prompt Engineer\u00a0: un job \u00e0 335\u2009000\u00a0$\u2009?<\/h3>\n<figure id=\"attachment_77090\" aria-describedby=\"caption-attachment-77090\" style=\"width: 2654px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"wp-image-77090 size-full\" src=\"https:\/\/visionarymarketing.com\/wp-content\/uploads\/2023\/07\/screenshot-2023-07-17-at-221701.png\" alt=\"prompt engineer\" width=\"2654\" height=\"2026\" \/><figcaption id=\"caption-attachment-77090\" class=\"wp-caption-text\">Un job de Prompt Engineer \u00e0 335\u2009000\u00a0$\u2026 \u00e7a vous tente\u2009?<\/figcaption><\/figure>\n<p><a href=\"https:\/\/time.com\/6272103\/ai-prompt-engineer-job\/\" target=\"_blank\" rel=\"noopener\">Time Magazine<\/a> a publi\u00e9 un article sur ce nouveau job \u00e0 335 \u2009000 dollars : prompt engineer\u2009!<\/p>\n<p>Nous devons cependant poser la l\u00e9gitime question de savoir combien de temps ces emplois resteront en place. L\u2019un des principaux probl\u00e8mes li\u00e9s \u00e0 l\u2019IA g\u00e9n\u00e9rative et aux emplois qui y sont associ\u00e9s est de savoir combien de temps cette technologie restera pertinente.<\/p>\n<p>Avec ces technologies d\u2019IA, tout va tr\u00e8s vite, et les entreprises commencent \u00e0 l\u2019adopter de mani\u00e8re massive. Ainsi \u00ab\u2009<a href=\"https:\/\/www.mckinsey.com\/capabilities\/growth-marketing-and-sales\/our-insights\/ai-powered-marketing-and-sales-reach-new-heights-with-generative-ai\" target=\"_blank\" rel=\"noopener\">Une \u00e9tude de McKinsey<\/a> a r\u00e9v\u00e9l\u00e9 que 90\u00a0% des marketeurs\u00a0B2B pr\u00e9voient d\u2019utiliser r\u00e9guli\u00e8rement des outils d\u2019IA g\u00e9n\u00e9rative au cours des deux prochaines ann\u00e9es. [\u2026] Ils envisagent une augmentation de 3 \u00e0 15\u00a0% de leurs revenus et de 10 \u00e0 20\u00a0% de leurs ventes, ce qui est consid\u00e9rable\u2009\u00bb, explique M.\u00a0Lee Odden.<\/p>\n<p>Alors, Prompt Engineer, un m\u00e9tier d\u2019avenir\u2009? Lee Odden pense qu\u2019il est possible d\u2019apprendre \u00e0 ma\u00eetriser l\u2019Art du prompt et je suis d\u2019accord avec lui. Si n\u2019importe qui est capable de ma\u00eetriser l\u2019Art du prompt, plut\u00f4t que d\u2019embaucher un prompt engineer, votre personnel pourra afficher cette comp\u00e9tence sur son CV.<\/p>\n<p>Et vous aurez \u00e9conomis\u00e9 335\u2009000\u00a0$ (plus les charges).<\/p>\n<h3>Conclusion<\/h3>\n<p>Cette nouvelle \u00e8re de l\u2019IA g\u00e9n\u00e9rative est ind\u00e9niablement captivante. Mais qui peut pr\u00e9dire l\u2019avenir de cette technologie\u2009? Bien que le domaine de du Prompt Engineering offre un certain potentiel, difficile de dire si ce job a un avenir. L\u2019accessibilit\u00e9 de ces outils aura sans doute raison de ces montants de salaires stratosph\u00e9riques. De m\u00eame, il y a fort \u00e0 parier que les marketeurs ne perdront pas <a href=\"https:\/\/visionarymarketing.com\/en\/2023\/06\/will-marketing-jobs-be-killed-by-ai\/\">leur emploi au profit de l\u2019IA.<\/a> Apr\u00e8s tout, l\u2019IA g\u00e9n\u00e9rative doit \u00eatre consid\u00e9r\u00e9e comme un outil et n\u2019est efficace que dans la mesure o\u00f9 vous l\u2019\u00eates vous-m\u00eames.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Avez-vous d\u00e9j\u00e0 entendu parler du m\u00e9tier de Prompt Engineer\u2009? C\u2019est un sujet qui \u00e9tait au c\u0153ur de l\u2019intervention de Lee Odden lors du sommet\u00a0B2B 2023 qui s\u2019est tenu \u00e0 Paris en juin dernier. \u00c0 mesure que la technologie progresse, de plus en plus d\u2019emplois risquent d\u2019\u00eatre boulevers\u00e9s. En tant que sp\u00e9cialistes du marketing, nous sommes &hellip;<\/p>\n","protected":false},"author":117,"featured_media":77065,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4062,2894],"tags":[],"class_list":["post-77063","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-a-la-une","category-ia-big-data"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Prompt engineer : un m\u00e9tier \u00e0 335 000 $ ?<\/title>\n<meta name=\"description\" content=\"Prompt engineer, \u00e7a vous parle ? 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