{"id":94474,"date":"2026-01-21T15:29:13","date_gmt":"2026-01-21T08:29:13","guid":{"rendered":"https:\/\/itviec.com\/blog\/?p=94474"},"modified":"2026-01-21T15:29:14","modified_gmt":"2026-01-21T08:29:14","slug":"nhung-ky-nang-nhan-su-it-can-lam-chu-trong-ky-nguyen-ai","status":"publish","type":"post","link":"https:\/\/itviec.com\/blog\/nhung-ky-nang-nhan-su-it-can-lam-chu-trong-ky-nguyen-ai\/","title":{"rendered":"Th\u1ef1c t\u1ebf m\u1edbi c\u1ee7a l\u1ef1c l\u01b0\u1ee3ng nh\u00e2n s\u1ef1 IT: \u201cB\u1ea1n kh\u00f4ng c\u00f2n c\u01a1 h\u1ed9i l\u00e0m vi\u1ec7c m\u1ed9t c\u00e1ch th\u1ee7 c\u00f4ng n\u1eefa\u201d"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_84 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">N\u1ed9i dung b\u00e0i vi\u1ebft<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/itviec.com\/blog\/nhung-ky-nang-nhan-su-it-can-lam-chu-trong-ky-nguyen-ai\/#Su_chuyen_dich_tu_cac_tac_vu_nho_sang_ket_qua_tao_ra_gia_tri\" >S\u1ef1 chuy\u1ec3n d\u1ecbch t\u1eeb c\u00e1c t\u00e1c v\u1ee5 nh\u1ecf sang k\u1ebft qu\u1ea3 t\u1ea1o ra gi\u00e1 tr\u1ecb<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/itviec.com\/blog\/nhung-ky-nang-nhan-su-it-can-lam-chu-trong-ky-nguyen-ai\/#Su_xuat_hien_cac_vai_tro_moi_Tu_nguoi_tao_ra_sang_nguoi_kiem_dinh\" >S\u1ef1 xu\u1ea5t hi\u1ec7n c\u00e1c vai tr\u00f2 m\u1edbi: T\u1eeb ng\u01b0\u1eddi t\u1ea1o ra sang ng\u01b0\u1eddi ki\u1ec3m \u0111\u1ecbnh&nbsp;<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/itviec.com\/blog\/nhung-ky-nang-nhan-su-it-can-lam-chu-trong-ky-nguyen-ai\/#Lam_the_nao_de_chuyen_doi_ban_than_voi_vai_tro_Developer\" >L\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 chuy\u1ec3n \u0111\u1ed5i b\u1ea3n th\u00e2n v\u1edbi vai tr\u00f2 Developer?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/itviec.com\/blog\/nhung-ky-nang-nhan-su-it-can-lam-chu-trong-ky-nguyen-ai\/#Loi_ket\" >L\u1eddi k\u1ebft<\/a><\/li><\/ul><\/nav><\/div>\n\n<p><strong><em>Th\u1eddi k\u1ef3 \u0111\u00e1nh gi\u00e1 n\u0103ng su\u1ea5t c\u1ee7a m\u1ed9t chuy\u00ean gia IT b\u1eb1ng s\u1ed1 d\u00f2ng code vi\u1ebft ra hay s\u1ed1 bug \u0111\u01b0\u1ee3c s\u1eeda \u0111ang d\u1ea7n kh\u00e9p l\u1ea1i. Khi Tr\u00ed tu\u1ec7 Nh\u00e2n t\u1ea1o (AI) th\u00e2m nh\u1eadp s\u00e2u v\u00e0o ng\u00e0nh ph\u1ea7n m\u1ec1m, n\u00f3 kh\u00f4ng ch\u1ec9 \u0111\u01a1n thu\u1ea7n \u0111\u00f3ng vai tr\u00f2 nh\u01b0 m\u1ed9t c\u00f4ng c\u1ee5 m\u00e0 \u0111ang thi\u1ebft l\u1eadp m\u1ed9t \u201ch\u1ec7 th\u1ed1ng s\u1ea3n xu\u1ea5t\u201d ho\u00e0n to\u00e0n m\u1edbi. Theo \u00f4ng Prajith Nair &#8211; FPT Software Vice President v\u00e0 Head of Learning and Innovation, FPT Corporation, l\u1ef1c l\u01b0\u1ee3ng nh\u00e2n s\u1ef1 IT \u0111ang tr\u1ea3i qua m\u1ed9t s\u1ef1 chuy\u1ec3n d\u1ecbch \u1edf c\u1ea5p \u0111\u1ed9 n\u1ec1n t\u1ea3ng: t\u1eeb vi\u1ec7c th\u1ef1c thi c\u00e1c t\u00e1c v\u1ee5 th\u1ee7 c\u00f4ng r\u1eddi r\u1ea1c sang vi\u1ec7c \u0111i\u1ec1u ph\u1ed1i gi\u00e1 tr\u1ecb kinh doanh \u1edf c\u1ea5p \u0111\u1ed9 cao h\u01a1n.<\/em><\/strong><\/p>\n\n\n\n<p>Trong bu\u1ed5i tr\u00f2 chuy\u1ec7n v\u1edbi ITviec, \u00f4ng Prajith Nair nh\u1ea5n m\u1ea1nh r\u1eb1ng c\u00e1c chuy\u00ean gia IT mu\u1ed1n t\u1ed3n t\u1ea1i v\u00e0 th\u00e0nh c\u00f4ng trong giai \u0111o\u1ea1n n\u00e0y ph\u1ee5 thu\u1ed9c v\u00e0o vi\u1ec7c th\u1ef1c hi\u1ec7n m\u1ed9t chuy\u1ec3n \u0111\u1ed5i then ch\u1ed1t: t\u1eeb \u201cng\u01b0\u1eddi l\u00e0m vi\u1ec7c theo t\u00e1c v\u1ee5\u201d sang \u201cng\u01b0\u1eddi d\u1eabn d\u1eaft k\u1ebft qu\u1ea3\u201d. H\u00e3y c\u00f9ng \u0111i s\u00e2u v\u00e0o v\u1ea5n \u0111\u1ec1 n\u00e0y.<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\nhttps:\/\/youtu.be\/COkbFhQtr4g\n<\/div><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-s\u1ef1-chuy\u1ec3n-d\u1ecbch-t\u1eeb-cac-tac-v\u1ee5-nh\u1ecf-sang-k\u1ebft-qu\u1ea3-t\u1ea1o-ra-gia-tr\u1ecb\"><span class=\"ez-toc-section\" id=\"Su_chuyen_dich_tu_cac_tac_vu_nho_sang_ket_qua_tao_ra_gia_tri\"><\/span><strong>S\u1ef1 chuy\u1ec3n d\u1ecbch t\u1eeb c\u00e1c t\u00e1c v\u1ee5 nh\u1ecf sang k\u1ebft qu\u1ea3 t\u1ea1o ra gi\u00e1 tr\u1ecb<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Trong m\u00f4 h\u00ecnh ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m truy\u1ec1n th\u1ed1ng, c\u00e1c k\u1ef9 s\u01b0 th\u01b0\u1eddng v\u1eadn h\u00e0nh nh\u01b0 nh\u1eefng c\u00f4ng nh\u00e2n tr\u00ean d\u00e2y chuy\u1ec1n l\u1eafp r\u00e1p. H\u1ecd t\u1eadp trung v\u00e0o c\u00e1c \u201cvi t\u00e1c v\u1ee5\u201d nh\u01b0 vi\u1ebft m\u1ed9t d\u00f2ng l\u1ec7nh c\u1ee5 th\u1ec3, x\u00e2y d\u1ef1ng m\u1ed9t b\u1ea3ng c\u01a1 s\u1edf d\u1eef li\u1ec7u, hay s\u1eeda m\u1ed9t danh s\u00e1ch l\u1ed7i. Th\u00e0nh c\u00f4ng \u0111\u01b0\u1ee3c \u0111o b\u1eb1ng s\u1ed1 l\u01b0\u1ee3ng: \u201cH\u00f4m nay t\u00f4i vi\u1ebft \u0111\u01b0\u1ee3c 10 d\u00f2ng code\u201d ho\u1eb7c \u201cT\u00f4i s\u1eeda \u0111\u01b0\u1ee3c 15 bug\u201d.<\/p>\n\n\n\n<p>Trong k\u1ef7 nguy\u00ean AI, c\u00e1ch \u0111o l\u01b0\u1eddng n\u00e0y \u0111\u00e3 tr\u1edf n\u00ean l\u1ed7i th\u1eddi. B\u1edfi v\u00ec AI c\u00f3 quy\u1ec1n truy c\u1eadp v\u00e0o \u201ctr\u00ed tu\u1ec7 t\u1eadp th\u1ec3\u201d c\u1ee7a to\u00e0n b\u1ed9 kho m\u00e3 ngu\u1ed3n to\u00e0n c\u1ea7u, t\u1eeb \u0111\u00f3 c\u00f3 th\u1ec3 x\u1eed l\u00fd nh\u1eefng c\u00f4ng vi\u1ec7c l\u1eb7p l\u1ea1i, t\u00e1c v\u1ee5 c\u1ea5p th\u1ea5p nhanh h\u01a1n b\u1ea5t k\u1ef3 con ng\u01b0\u1eddi n\u00e0o. K\u1ebft qu\u1ea3 l\u00e0 ng\u00e0nh c\u00f4ng nghi\u1ec7p IT \u0111ang \u201cchuy\u1ec3n giao\u201d ph\u1ea7n lao \u0111\u1ed9ng nh\u00e0m ch\u00e1n n\u00e0y cho c\u00e1c t\u00e1c nh\u00e2n AI, th\u00fac \u0111\u1ea9y con ng\u01b0\u1eddi l\u00ean nh\u1eefng n\u1ea5c thang gi\u00e1 tr\u1ecb cao h\u01a1n.<\/p>\n\n\n\n<p>Th\u01b0\u1edbc \u0111o th\u00e0nh c\u00f4ng m\u1edbi ch\u00ednh l\u00e0 k\u1ebft qu\u1ea3 kinh doanh. Thay v\u00ec b\u00e1o c\u00e1o v\u1ec1 n\u1ed7 l\u1ef1c b\u1ecf ra, k\u1ef9 s\u01b0, khi \u0111\u00e3 \u00e1p d\u1ee5ng AI m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3, s\u1ebd c\u00f3 th\u1ec3 b\u00e1o c\u00e1o v\u1ec1 t\u00e1c \u0111\u1ed9ng t\u1ea1o ra:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Ch\u1ec9 s\u1ed1 c\u0169: \u201cT\u00f4i \u0111\u00e3 ho\u00e0n th\u00e0nh y\u00eau c\u1ea7u code\u201d.<\/li>\n\n\n\n<li>Ch\u1ec9 s\u1ed1 m\u1edbi: \u201cT\u00f4i gi\u00fap \u1ee9ng d\u1ee5ng ch\u1ea1y nhanh h\u01a1n 15%\u201d ho\u1eb7c \u201cT\u00f4i gi\u00fap kh\u00e1ch h\u00e0ng t\u0103ng th\u00eam 20% l\u01b0\u1ee3ng ng\u01b0\u1eddi d\u00f9ng\u201d.<\/li>\n<\/ul>\n\n\n\n<p>\u0110i\u1ec1u n\u00e0y chuy\u1ec3n vai tr\u00f2 c\u1ee7a con ng\u01b0\u1eddi sang tr\u1ea1ng th\u00e1i \u201ctr\u01b0\u1edfng th\u00e0nh to\u00e0n di\u1ec7n\u201d, n\u01a1i c\u00e1c k\u1ef9 s\u01b0 ph\u1ea3i hi\u1ec3u v\u00e0 mang l\u1ea1i gi\u00e1 tr\u1ecb kinh doanh xuy\u00ean su\u1ed1t t\u1eeb \u0111\u1ea7u \u0111\u1ebfn cu\u1ed1i. Thay v\u00ec b\u00e1o c\u00e1o v\u1ec1 kh\u1ed1i l\u01b0\u1ee3ng code, l\u1ef1c l\u01b0\u1ee3ng IT m\u1edbi s\u1ebd \u0111\u00e1nh gi\u00e1 th\u00e0nh c\u00f4ng d\u1ef1a tr\u00ean c\u00e1c k\u1ebft qu\u1ea3 kinh doanh nh\u01b0:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u1ee8ng d\u1ee5ng c\u00f3 ch\u1ea1y nhanh h\u01a1n kh\u00f4ng?<\/li>\n\n\n\n<li>C\u00f3 thu h\u00fat \u0111\u01b0\u1ee3c nhi\u1ec1u kh\u00e1ch h\u00e0ng h\u01a1n kh\u00f4ng?<\/li>\n\n\n\n<li>C\u00f3 t\u1ea1o ra nhi\u1ec1u doanh thu h\u01a1n kh\u00f4ng?<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-s\u1ef1-xu\u1ea5t-hi\u1ec7n-cac-vai-tro-m\u1edbi-t\u1eeb-ng\u01b0\u1eddi-t\u1ea1o-ra-sang-ng\u01b0\u1eddi-ki\u1ec3m-d\u1ecbnh-nbsp\"><span class=\"ez-toc-section\" id=\"Su_xuat_hien_cac_vai_tro_moi_Tu_nguoi_tao_ra_sang_nguoi_kiem_dinh\"><\/span><strong>S\u1ef1 xu\u1ea5t hi\u1ec7n c\u00e1c vai tr\u00f2 m\u1edbi: T\u1eeb ng\u01b0\u1eddi t\u1ea1o ra sang ng\u01b0\u1eddi ki\u1ec3m \u0111\u1ecbnh&nbsp;<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>S\u1ef1 chuy\u1ec3n d\u1ecbch n\u00e0y l\u00e0m thay \u0111\u1ed5i c\u01a1 ch\u1ebf c\u00f4ng vi\u1ec7c h\u1eb1ng ng\u00e0y. Tr\u01b0\u1edbc \u0111\u00e2y, gi\u00e1 tr\u1ecb c\u1ed1t l\u00f5i c\u1ee7a m\u1ed9t Developer l\u00e0 vi\u1ebft code t\u1eeb \u0111\u1ea7u. Ng\u00e0y nay, th\u1ef1c t\u1ebf cho th\u1ea5y c\u00f4ng vi\u1ec7c c\u1ee7a Developer \u0111ang chuy\u1ec3n t\u1eeb ng\u01b0\u1eddi t\u1ea1o ra sang ng\u01b0\u1eddi ki\u1ec3m \u0111\u1ecbnh v\u1edbi s\u1ef1 tr\u1ee3 gi\u00fap c\u1ee7a AI.<\/p>\n\n\n\n<p>\u1ede th\u1eddi \u0111i\u1ec3m hi\u1ec7n t\u1ea1i, c\u00e1c chuy\u00ean gia IT \u0111\u01b0\u1ee3c khuy\u1ebfn kh\u00edch ng\u1eebng nh\u00ecn AI ch\u1ec9 nh\u01b0 m\u1ed9t c\u00f4ng c\u1ee5, m\u00e0 c\u1ea7n xem AI l\u00e0 m\u1ed9t \u201ch\u1ec7 th\u1ed1ng s\u1ea3n xu\u1ea5t\u201d m\u1edbi. Khi AI c\u00f3 th\u1ec3 t\u1ea1o code ngay l\u1eadp t\u1ee9c, ng\u01b0\u1eddi k\u1ef9 s\u01b0 ph\u1ea3i tr\u1edf th\u00e0nh m\u1ed9t \u201cnh\u00e0 ki\u1ec3m \u0111\u1ecbnh th\u00f4ng minh\u201d. H\u1ecd \u0111i\u1ec1u ph\u1ed1i AI th\u1ef1c hi\u1ec7n ph\u1ea7n vi\u1ec7c vi\u1ebft, sau \u0111\u00f3 d\u00f9ng ph\u00e1n \u0111o\u00e1n c\u1ee7a m\u00ecnh \u0111\u1ec3 ki\u1ec3m tra, ch\u1ec9nh s\u1eeda v\u00e0 t\u00edch h\u1ee3p k\u1ebft qu\u1ea3 \u0111\u00f3 v\u00e0o b\u1ed1i c\u1ea3nh kinh doanh c\u1ee5 th\u1ec3.<\/p>\n\n\n\n<p>\u0110i\u1ec1u n\u00e0y k\u00e9o theo s\u1ef1 xu\u1ea5t hi\u1ec7n c\u1ee7a nh\u1eefng vai tr\u00f2 m\u1edbi, ch\u1eb3ng h\u1ea1n nh\u01b0 <em>AI Augmented Engineer<\/em> (K\u1ef9 s\u01b0 \u0111\u01b0\u1ee3c t\u0103ng c\u01b0\u1eddng b\u1edfi AI). \u0110\u00e2y l\u00e0 nh\u1eefng ng\u01b0\u1eddi s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 AI xuy\u00ean su\u1ed1t v\u00f2ng \u0111\u1eddi ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m, t\u1eeb ph\u00e2n t\u00edch y\u00eau c\u1ea7u \u0111\u1ebfn ki\u1ec3m th\u1eed. C\u00e1ch ti\u1ebfp c\u1eadn \u201cAI Augmented\u201d n\u00e0y cho ph\u00e9p \u0111\u1ed9i ng\u0169 tri\u1ec3n khai ph\u1ea7n m\u1ec1m nhanh h\u01a1n, t\u1eadp trung n\u0103ng l\u01b0\u1ee3ng v\u00e0o \u0111\u00edch \u0111\u1ebfn thay v\u00ec h\u00e0nh tr\u00ecnh.<\/p>\n\n\n\n<p>C\u00e2u chuy\u1ec7n kh\u00f4ng ch\u1ec9 d\u1eebng l\u1ea1i \u1edf \u0111\u00f3. \u00d4ng Prajith Nair nh\u1ea5n m\u1ea1nh r\u1eb1ng nh\u1eefng vai tr\u00f2 \u201ckh\u00f4ng \u0111\u01b0\u1ee3c t\u0103ng c\u01b0\u1eddng b\u1edfi AI\u201d, ch\u1eb3ng h\u1ea1n nh\u01b0 c\u00e1c Business Analyst truy\u1ec1n th\u1ed1ng ch\u1ec9 l\u00e0m ph\u00e2n t\u00edch th\u1ee7 c\u00f4ng, nhi\u1ec1u kh\u1ea3 n\u0103ng s\u1ebd d\u1eabn \u0111\u1ebfn suy gi\u1ea3m nhu c\u1ea7u v\u00e0 m\u1ee9c \u0111\u1ed9 c\u1ea7n thi\u1ebft trong doanh nghi\u1ec7p v\u00ec c\u00e1c t\u00e1c nh\u00e2n AI c\u00f3 th\u1ec3 x\u1eed l\u00fd nh\u1eefng c\u00f4ng vi\u1ec7c n\u00e0y r\u1ea5t hi\u1ec7u qu\u1ea3. \u0110\u1ec3 duy tr\u00ec c\u00f4ng vi\u1ec7c, nh\u1eefng chuy\u00ean gia n\u00e0y c\u1ea7n chuy\u1ec3n h\u01b0\u1edbng \u0111\u1ec3 tr\u1edf th\u00e0nh <em>AI Champion<\/em> \u2013 nh\u1eefng chi\u1ebfn l\u01b0\u1ee3c gia v\u00e0 nh\u00e0 c\u1ed1 v\u1ea5n hi\u1ec3u r\u00f5 quy tr\u00ecnh AI t\u1eeb \u0111\u1ea7u \u0111\u1ebfn cu\u1ed1i v\u00e0 c\u00f3 \u0111\u1ee7 kh\u1ea3 n\u0103ng gi\u00fap kh\u00e1ch h\u00e0ng x\u00e1c \u0111\u1ecbnh nh\u1eefng \u0111i\u1ec3m m\u00e0 AI c\u00f3 th\u1ec3 t\u00edch h\u1ee3p \u0111\u1ec3 khai m\u1edf gi\u00e1 tr\u1ecb kinh doanh.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-lam-th\u1ebf-nao-d\u1ec3-chuy\u1ec3n-d\u1ed5i-b\u1ea3n-than-v\u1edbi-vai-tro-developer\"><span class=\"ez-toc-section\" id=\"Lam_the_nao_de_chuyen_doi_ban_than_voi_vai_tro_Developer\"><\/span><strong>L\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 chuy\u1ec3n \u0111\u1ed5i b\u1ea3n th\u00e2n v\u1edbi vai tr\u00f2 Developer?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>N\u1ebfu b\u1ea1n hi\u1ec7n \u0111ang l\u00e0m vi\u1ec7c theo m\u00f4 h\u00ecnh d\u1ef1a tr\u00ean t\u00e1c v\u1ee5, l\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 thu h\u1eb9p kho\u1ea3ng c\u00e1ch sang th\u1ef1c t\u1ebf m\u1edbi d\u1ef1a tr\u00ean k\u1ebft qu\u1ea3? B\u1ea1n c\u00f3 th\u1ec3 tham kh\u1ea3o l\u1ed9 tr\u00ecnh sau \u0111\u00e2y:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-1-phat-tri\u1ec3n-d\u1ed9-tr\u01b0\u1edfng-thanh-toan-di\u1ec7n\"><strong>1. Ph\u00e1t tri\u1ec3n \u201c\u0111\u1ed9 tr\u01b0\u1edfng th\u00e0nh to\u00e0n di\u1ec7n\u201d<\/strong><\/h3>\n\n\n\n<p>To\u00e0n di\u1ec7n kh\u00f4ng c\u00f3 ngh\u0129a l\u00e0 Developer kh\u00f4ng c\u1ea7n ph\u1ea3i th\u00e0nh th\u1ea1o m\u1ecdi ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh, m\u00e0 c\u1ea7n ph\u1ea3i l\u00e0m ch\u1ee7 chu\u1ed7i gi\u00e1 tr\u1ecb t\u1eeb \u0111\u1ea7u \u0111\u1ebfn cu\u1ed1i. Kh\u00e1i ni\u1ec7m n\u00e0y, \u0111\u01b0\u1ee3c g\u1ecdi l\u00e0 \u201c\u0111\u1ed9 tr\u01b0\u1edfng th\u00e0nh to\u00e0n di\u1ec7n\u201d, c\u00f3 ngh\u0129a l\u00e0 nh\u00ecn xa h\u01a1n c\u00e1c y\u00eau c\u1ea7u k\u1ef9 thu\u1eadt \u0111\u1ec3 hi\u1ec3u gi\u00e1 tr\u1ecb cu\u1ed1i c\u00f9ng \u0111\u01b0\u1ee3c mang l\u1ea1i cho kh\u00e1ch h\u00e0ng l\u00e0 g\u00ec.<\/p>\n\n\n\n<p>\u0110\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c m\u1ee9c \u0111\u1ed9 tr\u01b0\u1edfng th\u00e0nh to\u00e0n di\u1ec7n, b\u01b0\u1edbc quan tr\u1ecdng nh\u1ea5t l\u00e0 ng\u1eebng x\u00e1c \u0111\u1ecbnh vai tr\u00f2 c\u1ee7a b\u1ea1n b\u1eb1ng kh\u1ed1i l\u01b0\u1ee3ng lao \u0111\u1ed9ng b\u1ea1n b\u1ecf ra. B\u1ea1n ph\u1ea3i ng\u1eebng xem ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m nh\u01b0 m\u1ed9t danh s\u00e1ch c\u00e1c t\u00e1c v\u1ee5 c\u1ea7n ho\u00e0n th\u00e0nh m\u00e0 h\u00e3y b\u1eaft \u0111\u1ea7u nh\u00ecn n\u00f3 nh\u01b0 m\u1ed9t qu\u00e1 tr\u00ecnh s\u1ea3n xu\u1ea5t \u2013 t\u01b0\u01a1ng t\u1ef1 nh\u01b0 quy tr\u00ecnh l\u00e0m m\u1ed9t b\u1ed9 phim v\u1edbi nhi\u1ec1u b\u1ed9 ph\u1eadn linh ho\u1ea1t, nhi\u1ec1u b\u00ean li\u00ean quan v\u00e0 nhi\u1ec1u l\u1edbp gi\u00e1 tr\u1ecb.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-2-hay-h\u1ecdc-b\u1eb1ng-cach-xay-d\u1ef1ng-khong-ch\u1ec9-la-ly-thuy\u1ebft\"><strong>2. H\u00e3y h\u1ecdc b\u1eb1ng c\u00e1ch x\u00e2y d\u1ef1ng, kh\u00f4ng ch\u1ec9 l\u00e0 l\u00fd thuy\u1ebft<\/strong><\/h3>\n\n\n\n<p>L\u00fd thuy\u1ebft kh\u00f4ng c\u00f2n l\u00e0 \u0111\u1ee7. \u0110\u1ec3 t\u1ed3n t\u1ea1i trong th\u1ef1c t\u1ea1i m\u1edbi n\u00e0y, b\u1ea1n ph\u1ea3i \u00e1p d\u1ee5ng t\u01b0 duy c\u1ee7a m\u1ed9t \u201cmaker\u201d. \u00d4ng Prajith Nair nh\u1ea5n m\u1ea1nh r\u1eb1ng b\u1ea1n kh\u00f4ng th\u1ec3 h\u1ecdc AI ch\u1ec9 b\u1eb1ng c\u00e1ch \u0111\u1ecdc v\u1ec1 n\u00f3; b\u1ea1n ph\u1ea3i x\u00e2y d\u1ef1ng c\u00f9ng v\u1edbi n\u00f3.<\/p>\n\n\n\n<p>L\u1eddi khuy\u00ean c\u1ee7a \u00f4ng l\u00e0 b\u1ea1n c\u00f3 th\u1ec3 ch\u1ecdn b\u1ea5t k\u1ef3 n\u1ec1n t\u1ea3ng AI n\u00e0o (v\u00ed d\u1ee5: Azure, OpenAI), b\u1edfi d\u00f9 l\u00e0 c\u00f4ng c\u1ee5 n\u00e0o c\u0169ng kh\u00f4ng quan tr\u1ecdng b\u1eb1ng vi\u1ec7c x\u00e2y d\u1ef1ng th\u00f3i quen. H\u00e3y h\u1ecdc n\u00f3, x\u00e2y d\u1ef1ng m\u1ed9t gi\u1ea3i ph\u00e1p, v\u00e0 ph\u00e1t h\u00e0nh n\u00f3 cho c\u1ed9ng \u0111\u1ed3ng ho\u1eb7c \u0111\u1ed3ng nghi\u1ec7p c\u1ee7a b\u1ea1n.<\/p>\n\n\n\n<p>\u0110i\u1ec1u n\u00e0y gi\u00fap b\u1ea1n chuy\u1ec3n t\u1eeb ng\u01b0\u1eddi h\u1ecdc th\u1ee5 \u0111\u1ed9ng sang m\u1ed9t \u201cmaker\u201d ch\u1ee7 \u0111\u1ed9ng, gi\u00fap b\u1ea1n hi\u1ec3u c\u00e1ch t\u00edch h\u1ee3p AI v\u00e0o m\u1ed9t s\u1ea3n ph\u1ea9m ho\u00e0n ch\u1ec9nh (\u201ck\u1ebft qu\u1ea3\u201d), thay v\u00ec ch\u1ec9 bi\u1ebft c\u00f4ng ngh\u1ec7 \u0111\u00f3 v\u1eadn h\u00e0nh nh\u01b0 th\u1ebf n\u00e0o (\u201ct\u00e1c v\u1ee5\u201d).<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-3-t\u01b0-duy-ng\u01b0\u1eddi-thuy\u1ec1n-tr\u01b0\u1edfng\"><strong>3. T\u01b0 duy Ng\u01b0\u1eddi thuy\u1ec1n tr\u01b0\u1edfng<\/strong><\/h3>\n\n\n\n<p>\u0110\u1ec3 h\u00ecnh dung cho s\u1ef1 chuy\u1ec3n \u0111\u1ed5i n\u00e0y, \u00f4ng Prajith Nair \u0111\u01b0a ra m\u1ed9t ph\u00e9p \u1ea9n d\u1ee5 m\u1ea1nh m\u1ebd v\u1ec1 v\u1ecb thuy\u1ec1n tr\u01b0\u1edfng c\u1ee7a m\u1ed9t con t\u00e0u. L\u1ea5y v\u00ed d\u1ee5 nh\u01b0 con t\u00e0u Titanic, n\u1ebfu m\u1ed9t ng\u01b0\u1eddi thuy\u1ec1n tr\u01b0\u1edfng mu\u1ed1n con t\u00e0u t\u0103ng t\u1ed1c, \u00f4ng ta s\u1ebd ra l\u1ec7nh v\u00e0 m\u1ec7nh l\u1ec7nh \u0111\u00f3 \u0111\u01b0\u1ee3c truy\u1ec1n xu\u1ed1ng c\u00e1c boong d\u01b0\u1edbi, n\u01a1i h\u00e0ng tr\u0103m c\u00f4ng nh\u00e2n ph\u1ea3i x\u00fac than th\u1ee7 c\u00f4ng v\u00e0o l\u00f2 h\u01a1i. Nh\u1eefng c\u00f4ng nh\u00e2n n\u00e0y \u0111ang th\u1ef1c hi\u1ec7n c\u00e1c vi t\u00e1c v\u1ee5, hay c\u00f2n g\u1ecdi c\u00f4ng vi\u1ec7c d\u1ef1a tr\u00ean t\u00e1c v\u1ee5 &#8211; h\u1ecd l\u00e0m vi\u1ec7c r\u1ea5t v\u1ea5t v\u1ea3 nh\u01b0ng kh\u00f4ng bao gi\u1edd nh\u00ecn th\u1ea5y \u0111\u00edch \u0111\u1ebfn hay \u00fd ngh\u0129a th\u1eadt s\u1ef1 c\u1ee7a c\u00f4ng vi\u1ec7c n\u00e0y l\u00e0 g\u00ec.<\/p>\n\n\n\n<p>Ng\u00e0y nay, AI trao cho m\u1ed7i Developer s\u1ee9c m\u1ea1nh c\u1ee7a m\u1ed9t v\u1ecb thuy\u1ec1n tr\u01b0\u1edfng th\u1eddi hi\u1ec7n \u0111\u1ea1i. B\u1ea1n c\u00f3 trong tay s\u1ee9c m\u1ea1nh c\u1ee7a h\u00e0ng tr\u0103m c\u00f4ng nh\u00e2n x\u00fac than \u0111\u1ec3 c\u00f3 th\u1ec3 t\u0103ng t\u1ed1c con t\u00e0u ngay l\u1eadp t\u1ee9c, v\u00e0 h\u00e0ng tr\u0103m ng\u01b0\u1eddi c\u00f4ng nh\u00e2n \u0111\u00f3 ch\u00ednh l\u00e0 AI. B\u1ea1n kh\u00f4ng c\u00f2n c\u1ea7n ph\u1ea3i l\u00e0 ng\u01b0\u1eddi x\u00fac than n\u1eefa. Thay v\u00e0o \u0111\u00f3, gi\u00e1 tr\u1ecb c\u1ee7a b\u1ea1n \u0111\u1ebfn t\u1eeb vi\u1ec7c \u0111\u1ee9ng tr\u00ean bu\u1ed3ng l\u00e1i, hi\u1ec3u r\u00f5 \u0111\u00edch \u0111\u1ebfn, v\u00e0 bi\u1ebft ch\u00ednh x\u00e1c khi n\u00e0o v\u00e0 l\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 k\u00e9o c\u00e1c c\u1ea7n \u0111i\u1ec1u khi\u1ec3n nh\u1eb1m t\u1edbi \u0111\u01b0\u1ee3c n\u01a1i \u0111\u00f3.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-l\u1eddi-k\u1ebft\"><span class=\"ez-toc-section\" id=\"Loi_ket\"><\/span><strong>L\u1eddi k\u1ebft<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>M\u1ed9t t\u01b0\u01a1ng lai th\u00e0nh c\u00f4ng s\u1ebd thu\u1ed9c v\u1ec1 nh\u1eefng ng\u01b0\u1eddi ng\u1eebng t\u1eadp trung v\u00e0o vi\u1ec7c ho\u00e0n th\u00e0nh t\u00e1c v\u1ee5 v\u00e0 b\u1eaft \u0111\u1ea7u t\u1ea1o ra gi\u00e1 tr\u1ecb. B\u1eb1ng c\u00e1ch coi AI l\u00e0 m\u1ed9t h\u1ec7 th\u1ed1ng s\u1ea3n xu\u1ea5t v\u00e0 \u00e1p d\u1ee5ng t\u01b0 duy c\u1ee7a m\u1ed9t thuy\u1ec1n tr\u01b0\u1edfng, c\u00e1c chuy\u00ean gia IT c\u00f3 th\u1ec3 r\u1eddi xa nh\u1eefng c\u00f4ng vi\u1ec7c l\u1eb7p l\u1ea1i nh\u00e0m ch\u00e1n \u0111\u1ec3 ti\u1ebfn t\u1edbi m\u1ed9t s\u1ef1 nghi\u1ec7p \u0111\u01b0\u1ee3c \u0111\u1ecbnh ngh\u0129a b\u1edfi tr\u00ed tu\u1ec7, chi\u1ebfn l\u01b0\u1ee3c v\u00e0 nh\u1eefng k\u1ebft qu\u1ea3 c\u00f3 t\u00e1c \u0111\u1ed9ng th\u1ef1c s\u1ef1.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td>Bu\u1ed5i ph\u1ecfng v\u1ea5n chuy\u00ean s\u00e2u n\u00e0y \u0111\u00e1nh d\u1ea5u s\u1ef1 h\u1ee3p t\u00e1c gi\u1eefa ITviec v\u00e0&nbsp;FPT, m\u1edf ra nh\u1eefng cu\u1ed9c tr\u00f2 chuy\u1ec7n ch\u00e2n th\u1ef1c c\u00f9ng c\u00e1c chuy\u00ean gia h\u00e0ng \u0111\u1ea7u trong l\u0129nh v\u1ef1c AI v\u00e0 Data. Th\u00f4ng qua bu\u1ed5i tr\u00f2 chuy\u1ec7n n\u00e0y, hai b\u00ean mong mu\u1ed1n mang \u0111\u1ebfn cho c\u1ed9ng \u0111\u1ed3ng IT Vi\u1ec7t Nam nh\u1eefng g\u00f3c nh\u00ecn th\u1ef1c ti\u1ec5n, c\u00e2u chuy\u1ec7n th\u1eadt v\u00e0 th\u00e1ch th\u1ee9c th\u1eadt trong h\u00e0nh tr\u00ecnh \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 m\u1edbi, g\u00f3p ph\u1ea7n k\u1ebft n\u1ed1i t\u1ea7m nh\u00ecn c\u1ee7a ng\u00e0nh v\u1edbi \u0111\u1ecbnh h\u01b0\u1edbng ph\u00e1t tri\u1ec3n s\u1ef1 nghi\u1ec7p c\u1ee7a m\u1ed7i c\u00e1 nh\u00e2n.<br><br>B\u1ea1n mu\u1ed1n c\u1eadp nh\u1eadt quan \u0111i\u1ec3m c\u1ee7a c\u00e1c l\u00e3nh \u0111\u1ea1o kh\u00e1c v\u00e0 t\u00ecm ki\u1ebfm c\u01a1 h\u1ed9i n\u1ed5i b\u1eadt trong l\u0129nh v\u1ef1c AI\/Data? Xem ngay t\u1ea1i chuy\u00ean trang&nbsp;<a href=\"https:\/\/itviec.com\/segments\/viec-lam-ai-data?utm_medium=anchor_text_low&amp;utm_source=blog&amp;utm_campaign=aidata_segment&amp;utm_content=210126_vi\" target=\"_blank\" rel=\"noreferrer noopener\">Vi\u1ec7c l\u00e0m AI, Data<\/a>&nbsp;c\u1ee7a ITviec!<\/td><\/tr><\/tbody><\/table><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>Th\u1eddi k\u1ef3 \u0111\u00e1nh gi\u00e1 n\u0103ng su\u1ea5t c\u1ee7a m\u1ed9t chuy\u00ean gia IT b\u1eb1ng s\u1ed1 d\u00f2ng code vi\u1ebft ra hay s\u1ed1 bug \u0111\u01b0\u1ee3c s\u1eeda \u0111ang d\u1ea7n kh\u00e9p l\u1ea1i. Khi Tr\u00ed tu\u1ec7 Nh\u00e2n t\u1ea1o (AI) th\u00e2m nh\u1eadp s\u00e2u v\u00e0o ng\u00e0nh ph\u1ea7n m\u1ec1m, n\u00f3 kh\u00f4ng ch\u1ec9 \u0111\u01a1n thu\u1ea7n \u0111\u00f3ng vai tr\u00f2 nh\u01b0 m\u1ed9t c\u00f4ng c\u1ee5 m\u00e0 \u0111ang thi\u1ebft l\u1eadp [&hellip;]<\/p>\n","protected":false},"author":95,"featured_media":94495,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_gspb_post_css":"","footnotes":""},"categories":[10353,94],"tags":[],"class_list":["post-94474","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-data","category-su-nghiep-it"],"blocksy_meta":[],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v26.8 (Yoast SEO v27.7) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Th\u1ef1c t\u1ebf m\u1edbi c\u1ee7a l\u1ef1c l\u01b0\u1ee3ng nh\u00e2n s\u1ef1 IT: \u201cB\u1ea1n kh\u00f4ng c\u00f2n c\u01a1 h\u1ed9i l\u00e0m vi\u1ec7c m\u1ed9t c\u00e1ch th\u1ee7 c\u00f4ng n\u1eefa\u201d - ITviec Blog<\/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:\/\/itviec.com\/blog\/nhung-ky-nang-nhan-su-it-can-lam-chu-trong-ky-nguyen-ai\/\" \/>\n<meta property=\"og:locale\" content=\"vi_VN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Th\u1ef1c t\u1ebf m\u1edbi c\u1ee7a l\u1ef1c l\u01b0\u1ee3ng nh\u00e2n s\u1ef1 IT: \u201cB\u1ea1n kh\u00f4ng c\u00f2n c\u01a1 h\u1ed9i l\u00e0m vi\u1ec7c m\u1ed9t c\u00e1ch th\u1ee7 c\u00f4ng n\u1eefa\u201d\" \/>\n<meta property=\"og:description\" content=\"Th\u1eddi k\u1ef3 \u0111\u00e1nh gi\u00e1 n\u0103ng su\u1ea5t c\u1ee7a m\u1ed9t chuy\u00ean gia IT b\u1eb1ng s\u1ed1 d\u00f2ng code vi\u1ebft ra hay s\u1ed1 bug \u0111\u01b0\u1ee3c s\u1eeda \u0111ang d\u1ea7n kh\u00e9p l\u1ea1i. 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