{"id":2323,"date":"2026-03-23T09:48:52","date_gmt":"2026-03-23T02:48:52","guid":{"rendered":"https:\/\/miai.vn\/?p=2323"},"modified":"2026-03-23T09:48:52","modified_gmt":"2026-03-23T02:48:52","slug":"ban-ve-vai-tro-cua-ai-enginerring-va-ky-nang-can-co-mi-ai","status":"publish","type":"post","link":"https:\/\/miai.vn\/?p=2323","title":{"rendered":"B\u00e0n v\u1ec1 vai tr\u00f2 c\u1ee7a AI Enginerring v\u00e0 k\u1ef9 n\u0103ng c\u1ea7n c\u00f3 &#8211; M\u00ec AI"},"content":{"rendered":"\n<p>Trong t\u1eadp podcast l\u1ea7n n\u00e0y c\u1ee7a <strong>M\u00ec AI<\/strong>, t\u1ee5i m\u00ecnh c\u00f9ng b\u1ea1n \u0111\u00e0o s\u00e2u v\u00e0o m\u1ed9t vai tr\u00f2 <strong>\u0111ang l\u00ean nh\u01b0 di\u1ec1u g\u1eb7p gi\u00f3 trong th\u1ebf gi\u1edbi AI hi\u1ec7n \u0111\u1ea1i<\/strong>:<br><strong>AI Engineering \u2013 ngh\u1ec1 \u201cx\u00e2y m\u00f3ng\u201d cho nh\u1eefng \u1ee9ng d\u1ee5ng AI th\u1ef1c chi\u1ebfn!<\/strong><\/p>\n\n\n\n<style>.embed-container { position: relative; padding-bottom: 56.25%; height: 0; overflow: hidden; max-width: 100%; } .embed-container iframe, .embed-container object, .embed-container embed { position: absolute; top: 0; left: 0; width: 100%; height: 100%; } .cover{  position: absolute;  height: 100%;  width: 100%;  display: block;  z-index: 999; }<\/style><div class='embed-container'><iframe  src='https:\/\/www.youtube.com\/embed\/cZ1m7czPG5Q' frameborder='0' allowfullscreen><\/iframe><\/div>\n\n\n\n<p>Kh\u00f4ng c\u00f2n l\u00e0 th\u1eddi c\u1ee7a c\u00e1c m\u00f4 h\u00ecnh n\u1eb1m tr\u00ean slide, AI ng\u00e0y nay <strong>ph\u1ea3i ch\u1ea1y \u0111\u01b0\u1ee3c, ch\u1ea1y t\u1ed1t, ch\u1ea1y an to\u00e0n v\u00e0 mang l\u1ea1i gi\u00e1 tr\u1ecb<\/strong>. V\u00e0 \u0111\u00f3 ch\u00ednh l\u00e0 l\u00fac <strong>AI Engineer<\/strong> tr\u1edf th\u00e0nh nh\u00e2n t\u1ed1 ch\u1ee7 ch\u1ed1t.<\/p>\n\n\n\n<p>Trong t\u1eadp n\u00e0y, b\u1ea1n s\u1ebd c\u00f9ng t\u1ee5i m\u00ecnh kh\u00e1m ph\u00e1:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>AI Engineering l\u00e0 g\u00ec?<\/strong> V\u00e0 v\u00ec sao n\u00f3 kh\u00f4ng ch\u1ec9 l\u00e0 &#8220;prompt hay model&#8221;, m\u00e0 l\u00e0 <strong>ki\u1ebfn tr\u00fac, h\u1ea1 t\u1ea7ng, d\u1eef li\u1ec7u, b\u1ea3o m\u1eadt, gi\u00e1m s\u00e1t\u2026<\/strong><\/li>\n\n\n\n<li>Ph\u00e2n bi\u1ec7t <strong>AI Engineer, ML Engineer, Data Scientist v\u00e0 Prompt Engineer<\/strong> \u2013 ai l\u00e0m g\u00ec, kh\u00e1c g\u00ec nhau?<\/li>\n\n\n\n<li>Nh\u1eefng <strong>k\u1ef9 n\u0103ng c\u1ed1t l\u00f5i<\/strong> c\u1ea7n c\u00f3:<\/li>\n\n\n\n<li>L\u00e0m vi\u1ec7c v\u1edbi LLM APIs, RAG pipelines, VectorDB<\/li>\n\n\n\n<li>X\u1eed l\u00fd d\u1eef li\u1ec7u, c\u1ea5u h\u00ecnh AI Agent<\/li>\n\n\n\n<li>Tri\u1ec3n khai AI c\u00f3 ki\u1ec3m so\u00e1t (monitoring, evaluation, feedback loop)<\/li>\n\n\n\n<li>L\u00e0m vi\u1ec7c \u0111a n\u1ec1n t\u1ea3ng: Python, Docker, LangChain, n8n, cloud ho\u1eb7c local<\/li>\n\n\n\n<li>T\u01b0 duy c\u1ea7n thi\u1ebft: <strong>kh\u00f4ng ng\u1eebng h\u1ecdc, hi\u1ec3u nhu c\u1ea7u th\u1eadt s\u1ef1 c\u1ee7a ng\u01b0\u1eddi d\u00f9ng, v\u00e0 gi\u1eef AI lu\u00f4n \u201cth\u1ef1c d\u1ee5ng\u201d ch\u1ee9 kh\u00f4ng bay b\u1ed5ng<\/strong><\/li>\n<\/ul>\n\n\n\n<p>T\u1ee5i m\u00ecnh c\u0169ng chia s\u1ebb l\u1ed9 tr\u00ecnh h\u1ecdc v\u00e0 l\u00e0m th\u1ef1c t\u1ebf n\u1ebfu b\u1ea1n mu\u1ed1n chuy\u1ec3n h\u01b0\u1edbng ho\u1eb7c b\u1eaft \u0111\u1ea7u v\u1edbi vai tr\u00f2 <strong>AI Engineer<\/strong> \u2013 k\u1ec3 c\u1ea3 t\u1eeb g\u1ed1c k\u1ef9 thu\u1eadt, product hay business.<\/p>\n\n\n\n<p>N\u1ebfu b\u1ea1n \u0111ang t\u00f2 m\u00f2: \u201cMu\u1ed1n x\u00e2y \u1ee9ng d\u1ee5ng AI th\u1eadt s\u1ef1 th\u00ec ph\u1ea3i h\u1ecdc g\u00ec, l\u00e0m g\u00ec?\u201d \u2013 th\u00ec t\u1eadp n\u00e0y l\u00e0 d\u00e0nh cho b\u1ea1n!<\/p>\n\n\n\n<p>#AIEngineering #m\u00ecAI #AIEngineer #AIth\u1ef1cti\u1ec5n #LLMstack #BuildwithAI #AI\u1ee9ngd\u1ee5ng #AIcareer #VectorDB #RAGpipeline #AIstack2025 #AgenticWorkflow #AIx\u00e2yD\u1ef1ng #PrompttoProduct #AIl\u1eadpTr\u00ecnh #AIvi\u1ec7cth\u1eadt #FutureOfAIJobs<\/p>\n\n\n\n<p>\ud83c\udfafLink h\u1eefu \u00edch: \u2026..<br>\u2618\ufe0fLink mua \u00e1o \u1ee7ng h\u1ed9 M\u00ec AI: https:\/\/miai.vn\/mua-ao<br>\u2618\ufe0fLink mua Shopee \u1ee7ng h\u1ed9 M\u00ec AI: https:\/\/miai.vn\/donate.html<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83d\udd50<\/h2>\n\n\n\n<p>Xin ch\u00e0o c\u00e1c b\u1ea1n, r\u1ea5t vui v\u00ec c\u00e1c b\u1ea1n \u0111\u00e3 gh\u00e9 th\u0103m vlog M\u00ec AI c\u1ee7a t\u00f4i!<br>H\u00e3y join c\u00f9ng c\u1ed9ng \u0111\u1ed3ng M\u00ec AI nh\u00e9!<\/p>\n\n\n\n<p>\ud83c\udfaf\ud83c\udfaf\ud83c\udfaf#M\u00ecAI<br>Fanpage: http:\/\/facebook.com\/miaiblog<br>Group trao \u0111\u1ed5i, chia s\u1ebb: https:\/\/www.facebook.com\/groups\/miaigroup<br>Website: http:\/\/miai.vn<br>Youtube: https:\/\/www.youtube.com\/c\/MiAIblog<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>We use &#8220;Fun Summer Pop Party Intro&#8221; &#8211; bought from https:\/\/audiojungle.net.<br>I have text and pdf license file, i can show it to proof of my purchase.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Trong t\u1eadp podcast l\u1ea7n n\u00e0y c\u1ee7a M\u00ec AI, t\u1ee5i m\u00ecnh c\u00f9ng b\u1ea1n \u0111\u00e0o s\u00e2u v\u00e0o m\u1ed9t vai tr\u00f2 \u0111ang l\u00ean nh\u01b0 di\u1ec1u g\u1eb7p gi\u00f3 trong th\u1ebf gi\u1edbi AI hi\u1ec7n \u0111\u1ea1i:AI Engineering \u2013 ngh\u1ec1 \u201cx\u00e2y m\u00f3ng\u201d cho nh\u1eefng \u1ee9ng d\u1ee5ng AI th\u1ef1c chi\u1ebfn! Kh\u00f4ng c\u00f2n l\u00e0 th\u1eddi c\u1ee7a c\u00e1c m\u00f4 h\u00ecnh n\u1eb1m tr\u00ean slide, AI ng\u00e0y [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[],"class_list":["post-2323","post","type-post","status-publish","format-standard","hentry","category-basic"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>B\u00e0n v\u1ec1 vai tr\u00f2 c\u1ee7a AI Enginerring v\u00e0 k\u1ef9 n\u0103ng c\u1ea7n c\u00f3 - M\u00ec AI - M\u00ec AI<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/miai.vn\/?p=2323\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"B\u00e0n v\u1ec1 vai tr\u00f2 c\u1ee7a AI Enginerring v\u00e0 k\u1ef9 n\u0103ng c\u1ea7n c\u00f3 - M\u00ec AI - M\u00ec AI\" \/>\n<meta property=\"og:description\" content=\"Trong t\u1eadp podcast l\u1ea7n n\u00e0y c\u1ee7a M\u00ec AI, t\u1ee5i m\u00ecnh c\u00f9ng b\u1ea1n \u0111\u00e0o s\u00e2u v\u00e0o m\u1ed9t vai tr\u00f2 \u0111ang l\u00ean nh\u01b0 di\u1ec1u g\u1eb7p gi\u00f3 trong th\u1ebf gi\u1edbi AI hi\u1ec7n \u0111\u1ea1i:AI Engineering \u2013 ngh\u1ec1 \u201cx\u00e2y m\u00f3ng\u201d cho nh\u1eefng \u1ee9ng d\u1ee5ng AI th\u1ef1c chi\u1ebfn! 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