{"id":92553,"date":"2025-10-29T11:14:42","date_gmt":"2025-10-29T04:14:42","guid":{"rendered":"https:\/\/itviec.com\/blog\/?p=92553"},"modified":"2025-11-19T10:07:04","modified_gmt":"2025-11-19T03:07:04","slug":"phat-trien-su-nghiep-it-trong-ky-nguyen-ai","status":"publish","type":"post","link":"https:\/\/itviec.com\/blog\/phat-trien-su-nghiep-it-trong-ky-nguyen-ai\/","title":{"rendered":"C\u1ea9m nang to\u00e0n di\u1ec7n: Sinh t\u1ed3n v\u00e0 ph\u00e1t tri\u1ec3n s\u1ef1 nghi\u1ec7p IT trong K\u1ef7 nguy\u00ean AI"},"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\/phat-trien-su-nghiep-it-trong-ky-nguyen-ai\/#Voi_cap_do_Junior_va_Middle_Dieu_gi_dang_thuc_su_dien_ra_tren_thi_truong_tuyen_dung_IT_o_Viet_Nam\" >V\u1edbi c\u1ea5p \u0111\u1ed9 Junior v\u00e0 Middle: \u0110i\u1ec1u g\u00ec \u0111ang th\u1ef1c s\u1ef1 di\u1ec5n ra tr\u00ean th\u1ecb tr\u01b0\u1eddng tuy\u1ec3n d\u1ee5ng IT \u1edf Vi\u1ec7t Nam?<\/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\/phat-trien-su-nghiep-it-trong-ky-nguyen-ai\/#Voi_moi_cap_do_IT_Ky_nang_song_con_trong_ky_nguyen_AI\" >V\u1edbi m\u1ecdi c\u1ea5p \u0111\u1ed9 IT: K\u1ef9 n\u0103ng s\u1ed1ng c\u00f2n trong k\u1ef7 nguy\u00ean AI<\/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\/phat-trien-su-nghiep-it-trong-ky-nguyen-ai\/#Voi_doanh_nghiep_Lam_gi_va_khong_nen_lam_gi\" >V\u1edbi doanh nghi\u1ec7p: L\u00e0m g\u00ec v\u00e0 kh\u00f4ng n\u00ean l\u00e0m g\u00ec?<\/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\/phat-trien-su-nghiep-it-trong-ky-nguyen-ai\/#Nghe_nghiep_IT_tuong_lai_Nen_dau_tu_vao_dau\" >Ngh\u1ec1 nghi\u1ec7p IT t\u01b0\u01a1ng lai: N\u00ean \u0111\u1ea7u t\u01b0 v\u00e0o \u0111\u00e2u?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/itviec.com\/blog\/phat-trien-su-nghiep-it-trong-ky-nguyen-ai\/#Ket_luan\" >K\u1ebft lu\u1eadn<\/a><\/li><\/ul><\/nav><\/div>\n\n<p>Read full English version <strong><a href=\"https:\/\/itviec.com\/blog\/it-career-survival-and-growth-in-the-age-of-a\/\" target=\"_blank\" rel=\"noreferrer noopener\">here<\/a><\/strong>.<\/p>\n\n\n\n<p><strong><em>Th\u1ecb tr\u01b0\u1eddng tuy\u1ec3n d\u1ee5ng IT \u0111ang ch\u1ee9ng ki\u1ebfn m\u1ed9t cu\u1ed9c c\u00e1ch m\u1ea1ng mang t\u00ednh n\u1ec1n t\u1ea3ng do Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) d\u1eabn d\u1eaft, v\u01b0\u1ee3t xa kh\u1ecfi nh\u1eefng l\u1eddi \u201cth\u1ed5i ph\u1ed3ng\u201d v\u00e0 t\u1ea1o ra nh\u1eefng thay \u0111\u1ed5i th\u1ef1c s\u1ef1 trong th\u1ecb tr\u01b0\u1eddng vi\u1ec7c l\u00e0m v\u00e0 k\u1ef3 v\u1ecdng ngh\u1ec1 nghi\u1ec7p. \u0110\u1ec3 c\u00f9ng t\u00ecm hi\u1ec3u s\u00e2u h\u01a1n v\u1ec1 ch\u1ee7 \u0111\u1ec1 n\u00e0y, ITviec vinh d\u1ef1 \u0111\u01b0\u1ee3c tr\u00f2 chuy\u1ec7n c\u00f9ng Ti\u1ebfn s\u0129 S\u01a1n Nguy\u1ec5n, CEO v\u00e0 Co-founder Neurond AI, v\u00e0 l\u00e0 m\u1ed9t trong nh\u1eefng chuy\u00ean gia h\u00e0ng \u0111\u1ea7u v\u1ec1 AI t\u1ea1i Vi\u1ec7t Nam. Cu\u1ed9c tr\u00f2 chuy\u1ec7n v\u1edbi Ti\u1ebfn s\u0129 S\u01a1n kh\u00f4ng ch\u1ec9 xoay quanh nh\u1eefng th\u1ef1c t\u1ebf mang t\u00ednh \u201c\u0111\u1ea3o l\u1ed9n\u201d m\u00e0 c\u00f2n m\u1edf ra nh\u1eefng c\u01a1 h\u1ed9i m\u1edbi \u0111ang \u0111\u1ecbnh h\u00ecnh l\u1ea1i b\u1ee9c tranh s\u1ef1 nghi\u1ec7p IT hi\u1ec7n \u0111\u1ea1i.<\/em><\/strong><\/p>\n\n\n\n<p>Theo Ti\u1ebfn s\u0129 S\u01a1n Nguy\u1ec5n, s\u1ef1 thay \u0111\u1ed5i hi\u1ec7n nay kh\u00f4ng ch\u1ec9 l\u00e0 vi\u1ec7c \u00e1p d\u1ee5ng c\u00f4ng c\u1ee5 m\u1edbi, m\u00e0 c\u00f2n l\u00e0 t\u00e1i \u0111\u1ecbnh ngh\u0129a gi\u00e1 tr\u1ecb c\u00e1 nh\u00e2n, n\u1eafm b\u1eaft k\u1ef9 n\u0103ng m\u1edbi, v\u00e0 ph\u00e1t tri\u1ec3n t\u01b0 duy \u201cAI-first\u201d \u2013 l\u1ea5y AI l\u00e0m trung t\u00e2m trong m\u1ecdi ho\u1ea1t \u0111\u1ed9ng. V\u1edbi m\u1ed7i c\u00e1 nh\u00e2n, ch\u00eca kh\u00f3a \u0111\u1ec3 sinh t\u1ed3n v\u00e0 ph\u00e1t tri\u1ec3n l\u00e0 hi\u1ec3u r\u00f5 b\u1ea3n ch\u1ea5t c\u1ee7a cu\u1ed9c c\u00e1ch m\u1ea1ng n\u00e0y v\u00e0 t\u1eadp trung ph\u00e1t huy chuy\u00ean m\u00f4n \u1edf nh\u1eefng l\u0129nh v\u1ef1c m\u00e0 AI v\u1eabn ch\u01b0a th\u1ec3 thay th\u1ebf con ng\u01b0\u1eddi.<\/p>\n\n\n\n<p>H\u00e3y c\u00f9ng ITviec \u0111i s\u00e2u v\u00e0o nh\u1eefng chia s\u1ebb c\u1ee7a Ti\u1ebfn s\u0129 S\u01a1n Nguy\u1ec5n!<\/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\">\n<iframe loading=\"lazy\" title=\"AI, Data Interview #5: AI May Be Taking Away Jobs, But Also Creating More In The Process\" width=\"1280\" height=\"720\" src=\"https:\/\/www.youtube.com\/embed\/cT6FKRBWhj0?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-v\u1edbi-c\u1ea5p-d\u1ed9-junior-va-middle-di\u1ec1u-gi-dang-th\u1ef1c-s\u1ef1-di\u1ec5n-ra-tren-th\u1ecb-tr\u01b0\u1eddng-tuy\u1ec3n-d\u1ee5ng-it-\u1edf-vi\u1ec7t-nam\"><span class=\"ez-toc-section\" id=\"Voi_cap_do_Junior_va_Middle_Dieu_gi_dang_thuc_su_dien_ra_tren_thi_truong_tuyen_dung_IT_o_Viet_Nam\"><\/span><strong>V\u1edbi c\u1ea5p \u0111\u1ed9 Junior v\u00e0 Middle: \u0110i\u1ec1u g\u00ec \u0111ang th\u1ef1c s\u1ef1 di\u1ec5n ra tr\u00ean th\u1ecb tr\u01b0\u1eddng tuy\u1ec3n d\u1ee5ng IT \u1edf Vi\u1ec7t Nam?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-th\u1ebf-ti\u1ebfn-thoai-l\u01b0\u1ee1ng-nan-gi\u1eefa-junior-va-agent-ai\"><strong>Th\u1ebf ti\u1ebfn tho\u00e1i l\u01b0\u1ee1ng nan gi\u1eefa Junior v\u00e0 Agent AI<\/strong><\/h3>\n\n\n\n<p>S\u1ef1 thay \u0111\u1ed5i m\u1ea1nh m\u1ebd n\u00e0y xu\u1ea5t ph\u00e1t t\u1eeb nhu c\u1ea7u kinh t\u1ebf c\u1ee7a doanh nghi\u1ec7p. Tr\u01b0\u1edbc khi xu\u1ea5t hi\u1ec7n k\u1ef7 nguy\u00ean AI, gi\u1eefa nh\u00e0 tuy\u1ec3n d\u1ee5ng v\u00e0 nh\u00e2n vi\u00ean t\u1ed3n t\u1ea1i m\u1ed9t \u201cth\u1ecfa thu\u1eadn ng\u1ea7m\u201d: nh\u00e0 tuy\u1ec3n d\u1ee5ng s\u1ebd nh\u1eadn Junior v\u00e0o l\u00e0m \u0111\u1ec3 h\u1ecd c\u00f3 c\u01a1 h\u1ed9i h\u1ecdc h\u1ecfi, d\u00f9 ch\u01b0a mang l\u1ea1i nhi\u1ec1u gi\u00e1 tr\u1ecb ban \u0111\u1ea7u. Nh\u01b0ng nay, cu\u1ed9c c\u00e1ch m\u1ea1ng AI \u0111\u00e3 \u0111\u01b0a ra m\u1ed9t \u201c\u0111\u1ed1i th\u1ee7 m\u1edbi\u201d c\u00f3 th\u1ec3 khi\u1ebfn \u201cth\u1ecfa thu\u1eadn ng\u1ea7m\u201d n\u00e0y bi\u1ebfn m\u1ea5t \u2013 m\u1ed9t AI Agent c\u00f3 kh\u1ea3 n\u0103ng ho\u1ea1t \u0111\u1ed9ng g\u1ea7n nh\u01b0 gi\u1ed1ng h\u1ec7t m\u1ed9t nh\u00e2n vi\u00ean c\u1ea5p Junior.<\/p>\n\n\n\n<p>Ti\u1ebfn s\u0129 S\u01a1n Nguy\u1ec5n nh\u1ea5n m\u1ea1nh m\u1ed9t s\u1ef1 th\u1eadt \u0111\u00e1ng bu\u1ed3n:<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><em>N\u1ebfu ch\u1ee7 doanh nghi\u1ec7p c\u00f3 l\u1ef1a ch\u1ecdn gi\u1eefa m\u1ed9t agent ho\u1ea1t \u0111\u1ed9ng nh\u01b0 Junior, h\u1ecd kh\u00f4ng c\u00f2n c\u00e1ch n\u00e0o kh\u00e1c ngo\u00e0i vi\u1ec7c ch\u1ecdn gi\u1ea3i ph\u00e1p hi\u1ec7u qu\u1ea3 nh\u1ea5t, n\u1ebfu kh\u00f4ng mu\u1ed1n b\u1ecb \u0111\u1ed1i th\u1ee7 v\u01b0\u1ee3t l\u00ean.<\/em><\/p>\n<\/blockquote>\n\n\n\n<p>T\u00ecnh h\u00ecnh th\u1ef1c t\u1ebf c\u1ee7a th\u1ecb tr\u01b0\u1eddng tuy\u1ec3n d\u1ee5ng IT \u1edf Vi\u1ec7t Nam hi\u1ec7n nay \u0111ang c\u00f3 xu h\u01b0\u1edbng gi\u1ea3m r\u00f5 r\u1ec7t, v\u00e0 \u0111\u00e2y kh\u00f4ng ch\u1ec9 l\u00e0 hi\u1ec7n t\u01b0\u1ee3ng n\u1ed9i \u0111\u1ecba m\u00e0 l\u00e0 xu h\u01b0\u1edbng mang t\u00ednh to\u00e0n c\u1ea7u. \u0110\u1eb7c bi\u1ec7t, nhu c\u1ea7u tuy\u1ec3n k\u1ef9 s\u01b0 c\u1ea5p Junior \u0111ang gi\u1ea3m m\u1ea1nh v\u00e0 b\u1eaft \u0111\u1ea7u lan sang nh\u00f3m Middle-level, v\u1edbi d\u1ef1 \u0111o\u00e1n xu h\u01b0\u1edbng n\u00e0y s\u1ebd ti\u1ebfp t\u1ee5c m\u1edf r\u1ed9ng trong th\u1eddi gian t\u1edbi.<\/p>\n\n\n\n<p>Theo kh\u1ea3o s\u00e1t m\u1edbi nh\u1ea5t c\u1ee7a ITviec, nhu c\u1ea7u tuy\u1ec3n d\u1ee5ng Junior v\u00e0 Middle n\u1eeda cu\u1ed1i n\u0103m 2025 gi\u1ea3m 7% so v\u1edbi n\u1eeda \u0111\u1ea7u n\u0103m. \u0110\u00e1ng ch\u00fa \u00fd, 24,7% doanh nghi\u1ec7p cho bi\u1ebft h\u1ecd vi\u1ec7c t\u1ea1m d\u1eebng ho\u1eb7c c\u1eaft gi\u1ea3m tuy\u1ec3n d\u1ee5ng l\u00e0 do kh\u1ea3 n\u0103ng \u1ee9ng d\u1ee5ng AI \u0111\u00e3 c\u00f3 th\u1ec3 d\u1eabn \u0111\u1ebfn t\u0103ng n\u0103ng su\u1ea5t.<\/p>\n\n\n\n<p>Gi\u1ea3i ph\u00e1p cho c\u00e1c l\u1eadp tr\u00ecnh vi\u00ean tr\u1ebb kh\u00f4ng ph\u1ea3i l\u00e0 ph\u1ee7 nh\u1eadn s\u1ef1 thay \u0111\u1ed5i, m\u00e0 l\u00e0 ch\u1ee7 \u0111\u1ed9ng chu\u1ea9n b\u1ecb v\u00e0 khai th\u00e1c c\u01a1 h\u1ed9i t\u0103ng tr\u01b0\u1edfng m\u1edbi.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-s\u1ee9c-m\u1ea1nh-rieng-c\u1ee7a-th\u1ebf-h\u1ec7-tr\u1ebb\"><strong>S\u1ee9c m\u1ea1nh ri\u00eang c\u1ee7a th\u1ebf h\u1ec7 tr\u1ebb<\/strong><\/h3>\n\n\n\n<p>D\u00f9 th\u1ecb tr\u01b0\u1eddng \u0111ang ch\u1eefng l\u1ea1i, Junior v\u00e0 c\u00e1c t\u00e0i n\u0103ng tr\u1ebb v\u1eabn s\u1edf h\u1eefu nh\u1eefng l\u1ee3i th\u1ebf t\u1ef1 nhi\u00ean c\u00f3 th\u1ec3 gi\u00fap h\u1ecd b\u1ee9t ph\u00e1:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>S\u1ef1 t\u00f2 m\u00f2 c\u1ee7a ng\u01b0\u1eddi m\u1edbi<\/strong>: Ng\u01b0\u1eddi \u0111i tr\u01b0\u1edbc th\u01b0\u1eddng \u00edt \u0111\u1eb7t c\u00e2u h\u1ecfi \u201ct\u1ea1i sao\u201d, trong khi Junior l\u1ea1i lu\u00f4n th\u1eafc m\u1eafc v\u00e0 mu\u1ed1n hi\u1ec3u c\u1eb7n k\u1ebd. Ch\u00ednh s\u1ef1 t\u00f2 m\u00f2 \u0111\u00f3 gi\u00fap h\u1ecd nh\u00ecn th\u1ea5y nh\u1eefng c\u00e1ch l\u00e0m m\u1edbi, c\u00f3 th\u1ec3 thay \u0111\u1ed5i c\u1ea3 quy tr\u00ecnh ho\u1eb7c m\u00f4 h\u00ecnh kinh doanh.<\/li>\n\n\n\n<li><strong>Kh\u1ea3 n\u0103ng th\u00edch \u1ee9ng c\u00f4ng ngh\u1ec7 nhanh<\/strong>: Th\u1ebf h\u1ec7 tr\u1ebb d\u1ec5 d\u00e0ng ti\u1ebfp c\u1eadn v\u00e0 l\u00e0m quen v\u1edbi c\u00f4ng c\u1ee5 m\u1edbi nh\u01b0 AI, tr\u1edf th\u00e0nh nh\u1eefng \u201cearly adopter\u201d t\u1ef1 nhi\u00ean.<\/li>\n\n\n\n<li><strong>V\u00f2ng ph\u1ea3n h\u1ed3i nhanh<\/strong>: Vi\u1ec7c t\u00edch c\u1ef1c tham gia c\u00e1c c\u1ed9ng \u0111\u1ed3ng c\u00f4ng ngh\u1ec7 gi\u00fap th\u1ebf h\u1ec7 tr\u1ebb nh\u1eadn \u0111\u01b0\u1ee3c ph\u1ea3n h\u1ed3i tr\u1ef1c ti\u1ebfp, nhanh ch\u00f3ng &#8211; \u0111\u1ec1u l\u00e0 nh\u1eefng y\u1ebfu t\u1ed1 c\u1ef1c k\u1ef3 quan tr\u1ecdng trong th\u1eddi \u0111\u1ea1i m\u00e0 m\u1ecdi th\u1ee9 \u0111\u1ec1u c\u1ea7n \u0111\u01b0\u1ee3c l\u00e0m nhanh h\u01a1n.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-ba-l\u1eddi-khuyen-thi\u1ebft-y\u1ebfu-cho-th\u1ebf-h\u1ec7-k\u1ef9-s\u01b0-tr\u1ebb\"><strong>Ba l\u1eddi khuy\u00ean thi\u1ebft y\u1ebfu cho th\u1ebf h\u1ec7 k\u1ef9 s\u01b0 tr\u1ebb<\/strong><\/h3>\n\n\n\n<p>\u0110\u1ec3 gi\u00fap th\u1ebf h\u1ec7 Junior Engineers v\u1eefng v\u00e0ng v\u00e0 t\u1ef1 tin ph\u00e1t tri\u1ec3n s\u1ef1 nghi\u1ec7p trong giai \u0111o\u1ea1n chuy\u1ec3n \u0111\u1ed5i n\u00e0y, Ti\u1ebfn s\u0129 S\u01a1n g\u1eedi \u0111\u1ebfn c\u00e1c b\u1ea1n tr\u1ebb ba l\u1eddi khuy\u00ean c\u1ed1t l\u00f5i:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>H\u00f2a m\u00ecnh c\u00f9ng cu\u1ed9c c\u00e1ch m\u1ea1ng:<\/strong><\/li>\n<\/ul>\n\n\n\n<p>\u0110\u1eebng ch\u1ed1ng l\u1ea1i AI &#8211; h\u00e3y h\u1ecdc c\u00e1ch l\u00e0m vi\u1ec7c c\u00f9ng GenAI, LLM v\u00e0 c\u00e1c c\u00f4ng c\u1ee5 t\u1ea1o m\u00e3 t\u1ef1 \u0111\u1ed9ng. H\u00e3y h\u1ecdc c\u00e1ch \u201ctr\u00f2 chuy\u1ec7n v\u1edbi m\u00e1y m\u1ed7i ng\u00e0y\u201d.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>L\u00e0m nh\u1ecf nh\u01b0ng chia s\u1ebb l\u1edbn:<\/strong><\/li>\n<\/ul>\n\n\n\n<p>Nhi\u1ec1u l\u1eadp tr\u00ecnh vi\u00ean Vi\u1ec7t Nam c\u00f2n e ng\u1ea1i vi\u1ec7c chia s\u1ebb th\u00e0nh qu\u1ea3 c\u1ee7a b\u1ea3n th\u00e2n. H\u00e3y luy\u1ec7n t\u1eadp v\u01b0\u1ee3t qua \u0111i\u1ec1u \u0111\u00f3 v\u00ec vi\u1ec7c c\u00f4ng khai chia s\u1ebb s\u1ea3n ph\u1ea9m kh\u00f4ng ch\u1ec9 gi\u00fap b\u1ea1n qu\u1ea3ng b\u00e1 b\u1ea3n th\u00e2n, m\u00e0 c\u00f2n mang l\u1ea1i ph\u1ea3n h\u1ed3i nhanh, gi\u00fap c\u1ea3i thi\u1ec7n s\u1ea3n ph\u1ea9m v\u00e0 k\u1ef9 n\u0103ng. Ch\u1ec9 c\u1ea7n ho\u00e0n th\u00e0nh m\u1ed9t d\u1ef1 \u00e1n nh\u1ecf t\u1eeb \u0111\u1ea7u \u0111\u1ebfn cu\u1ed1i c\u0169ng \u0111\u00e3 l\u00e0 c\u00e1ch h\u1ecdc hi\u1ec7u qu\u1ea3 nh\u1ea5t.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u201cNeo m\u00ecnh\u201d v\u00e0o m\u1ed9t l\u0129nh v\u1ef1c chuy\u00ean s\u00e2u:<\/strong><\/li>\n<\/ul>\n\n\n\n<p>\u0110\u1eebng h\u1ecdc lan man. H\u00e3y ch\u1ecdn m\u1ed9t (ho\u1eb7c hai, ba) l\u0129nh v\u1ef1c m\u00e0 b\u1ea1n th\u1eadt s\u1ef1 m\u1ea1nh ho\u1eb7c y\u00eau th\u00edch \u0111\u1ec3 \u0111\u00e0o s\u00e2u. Vi\u1ec7c tr\u1edf th\u00e0nh chuy\u00ean gia trong m\u1ed9t m\u1ea3ng c\u1ee5 th\u1ec3 s\u1ebd gi\u00fap b\u1ea1n t\u0103ng gi\u00e1 tr\u1ecb v\u01b0\u1ee3t tr\u1ed9i.<\/p>\n\n\n\n<p>L\u0129nh v\u1ef1c \u0111\u00f3 kh\u00f4ng nh\u1ea5t thi\u1ebft ph\u1ea3i k\u1ef9 thu\u1eadt m\u00e0 c\u00f3 th\u1ec3 \u0111i chuy\u00ean s\u00e2u v\u00e0o c\u00e1c ki\u1ebfn th\u1ee9c kinh doanh c\u1ee7a doanh nghi\u1ec7p. Theo Ti\u1ebfn s\u0129 S\u01a1n, ki\u1ebfn th\u1ee9c m\u1ea3ng kinh doanh n\u00e0y c\u00f3 th\u1ec3 l\u00e0 \u201cm\u1ecf v\u00e0ng\u201d m\u00e0 gi\u1edbi tr\u1ebb n\u00ean t\u00ecm hi\u1ec3u. B\u1eaft \u0111\u1ea7u t\u1eeb \u0111i\u1ec1u b\u1ea1n gi\u1ecfi nh\u1ea5t &#8211; n\u1ebfu tr\u00f9ng v\u1edbi \u0111am m\u00ea c\u1ee7a b\u1ea1n th\u00ec c\u00e0ng t\u1ed1t; n\u1ebfu kh\u00f4ng, \u0111am m\u00ea s\u1ebd h\u00ecnh th\u00e0nh sau khi b\u1ea1n l\u00e0m t\u1ed1t c\u00f4ng vi\u1ec7c \u0111\u00f3.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-v\u1edbi-m\u1ecdi-c\u1ea5p-d\u1ed9-it-k\u1ef9-nang-s\u1ed1ng-con-trong-k\u1ef7-nguyen-ai\"><span class=\"ez-toc-section\" id=\"Voi_moi_cap_do_IT_Ky_nang_song_con_trong_ky_nguyen_AI\"><\/span><strong>V\u1edbi m\u1ecdi c\u1ea5p \u0111\u1ed9 IT: K\u1ef9 n\u0103ng s\u1ed1ng c\u00f2n trong k\u1ef7 nguy\u00ean AI<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-ba-v\u1ecb-tri-it-co-nguy-c\u01a1-bi\u1ebfn-m\u1ea5t\"><strong>Ba v\u1ecb tr\u00ed IT c\u00f3 nguy c\u01a1 bi\u1ebfn m\u1ea5t<\/strong><\/h3>\n\n\n\n<p>Kh\u00f4ng ch\u1ec9 c\u1ea3nh b\u00e1o nh\u00f3m Junior, Ti\u1ebfn s\u0129 S\u01a1n c\u00f2n \u0111\u01b0a ra d\u1ef1 \u0111o\u00e1n ba v\u1ecb tr\u00ed IT d\u01b0\u1edbi \u0111\u00e2y s\u1ebd bi\u1ebfn m\u1ea5t trong 18 &#8211; 24 th\u00e1ng t\u1edbi, ho\u1eb7c th\u1eadm ch\u00ed l\u00e0 s\u1edbm h\u01a1n:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Manual QA tester<\/strong>: AI agent c\u00f3 th\u1ec3 l\u00e0m c\u00f4ng vi\u1ec7c n\u00e0y v\u1edbi ch\u1ea5t l\u01b0\u1ee3ng cao v\u00e0 chi ph\u00ed th\u1ea5p.<\/li>\n\n\n\n<li><strong>IT Help Desk c\u1ea5p th\u1ea5p<\/strong>: C\u00e1c c\u00e2u h\u1ecfi ph\u1ed5 bi\u1ebfn \u0111\u01b0\u1ee3c AI tr\u1ea3 l\u1eddi ch\u00ednh x\u00e1c, nhanh v\u00e0 24\/7.<\/li>\n\n\n\n<li><strong>Boilerplate Front-end engineer<\/strong>: C\u00e1c c\u00f4ng c\u1ee5 nh\u01b0 Vero gi\u00fap gi\u1ea3m 90% kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c front-end.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-hai-con-d\u01b0\u1eddng-d\u1eabn-d\u1ebfn-thanh-cong\"><strong>Hai con \u0111\u01b0\u1eddng d\u1eabn \u0111\u1ebfn th\u00e0nh c\u00f4ng<\/strong><\/h3>\n\n\n\n<p>Trong k\u1ef7 nguy\u00ean m\u1edbi n\u00e0y, Ti\u1ebfn s\u0129 S\u01a1n nh\u1eadn th\u1ea5y c\u00f3 hai nh\u00f3m c\u00e1 nh\u00e2n s\u1ebd \u0111\u01b0\u1ee3c xem l\u00e0 nh\u1eefng ng\u01b0\u1eddi s\u1ebd tr\u1edf th\u00e0nh ng\u01b0\u1eddi chi\u1ebfn th\u1eafng trong cu\u1ed9c c\u00e1ch m\u1ea1ng AI.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-con-d\u01b0\u1eddng-th\u1ee9-nh\u1ea5t-the-nerd-nh\u1eefng-ng\u01b0\u1eddi-chuyen-sau-k\u1ef9-thu\u1eadt\"><strong>Con \u0111\u01b0\u1eddng th\u1ee9 nh\u1ea5t: The Nerd &#8211; Nh\u1eefng ng\u01b0\u1eddi chuy\u00ean s\u00e2u k\u1ef9 thu\u1eadt<\/strong><\/h4>\n\n\n\n<p>\u0110\u00e2y l\u00e0 nh\u1eefng ng\u01b0\u1eddi c\u00f3 n\u0103ng l\u1ef1c k\u1ef9 thu\u1eadt cao, \u0111\u00e0o s\u00e2u v\u00e0o m\u1ed9t l\u0129nh v\u1ef1c k\u1ef9 thu\u1eadt c\u1ee5 th\u1ec3. H\u1ecd s\u1edf h\u1eefu ki\u1ebfn th\u1ee9c chuy\u00ean bi\u1ec7t, \u0111\u1ed9c \u0111\u00e1o v\u00e0 c\u00f3 gi\u00e1 tr\u1ecb v\u00f4 c\u00f9ng l\u1edbn.<\/p>\n\n\n\n<p>\u0110\u1ed1i v\u1edbi ph\u1ea7n l\u1edbn c\u00e1c l\u1eadp tr\u00ecnh vi\u00ean c\u1ea5p cao (Senior) \u2013 nh\u1eefng ng\u01b0\u1eddi kh\u00f4ng ph\u1ea3i l\u00e0 nh\u00e0 nghi\u00ean c\u1ee9u chuy\u00ean s\u00e2u, th\u00ec th\u00e0nh c\u00f4ng c\u00f3 th\u1ec3 \u0111\u1ebfn t\u1eeb vi\u1ec7c s\u1edf h\u1eefu ki\u1ebfn th\u1ee9c chuy\u00ean s\u00e2u trong m\u1ed9t ph\u1ea1m vi h\u1eb9p:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0110\u00e0o s\u00e2u h\u01a1n n\u1eefa:<\/strong> M\u1ed9t k\u1ef9 s\u01b0 Senior th\u00e0nh c\u00f4ng c\u1ea7n \u0111i th\u1eadt s\u00e2u v\u00e0o l\u0129nh v\u1ef1c m\u00ecnh ch\u1ecdn \u0111\u1ec3 tr\u1edf n\u00ean xu\u1ea5t s\u1eafc v\u00e0 c\u00f3 gi\u00e1 tr\u1ecb cao trong m\u1ed9t m\u1ea3ng r\u1ea5t c\u1ee5 th\u1ec3.<\/li>\n\n\n\n<li><strong>Ki\u1ebfn th\u1ee9c \u0111\u1ed9c quy\u1ec1n:<\/strong> Th\u00e0nh c\u00f4ng \u0111\u1ebfn t\u1eeb vi\u1ec7c n\u1eafm gi\u1eef nh\u1eefng ki\u1ebfn th\u1ee9c kh\u00f4ng \u0111\u01b0\u1ee3c c\u00f4ng khai ho\u1eb7c \u00edt ng\u01b0\u1eddi bi\u1ebft \u0111\u1ebfn. B\u1edfi v\u00ec c\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn (LLM) \u0111\u01b0\u1ee3c hu\u1ea5n luy\u1ec7n d\u1ef1a tr\u00ean d\u1eef li\u1ec7u c\u00f4ng khai, n\u00ean gi\u00e1 tr\u1ecb c\u1ee7a m\u1ed9t ng\u01b0\u1eddi k\u1ef9 s\u01b0 s\u1ebd n\u1eb1m \u1edf kh\u1ea3 n\u0103ng hi\u1ec3u bi\u1ebft c\u1ee7a h\u1ecd v\u1ec1 d\u1eef li\u1ec7u n\u1ed9i b\u1ed9 c\u1ee7a doanh nghi\u1ec7p ho\u1eb7c nh\u1eefng ngu\u1ed3n th\u00f4ng tin hi\u1ebfm m\u00e0 AI kh\u00f4ng th\u1ec3 ti\u1ebfp c\u1eadn.<\/li>\n<\/ul>\n\n\n\n<p>C\u00e1c c\u00f4ng ty s\u1ebd kh\u00f4ng d\u1ec5 d\u00e0ng chia s\u1ebb d\u1eef li\u1ec7u ri\u00eang hay t\u00e0i s\u1ea3n tr\u00ed tu\u1ec7 (IP) c\u1ee7a m\u00ecnh cho c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n LLM, v\u00ec v\u1eady vi\u1ec7c theo \u0111u\u1ed5i v\u00e0 l\u00e0m ch\u1ee7 nh\u1eefng tri th\u1ee9c \u201cng\u00e1ch\u201d n\u00e0y \u0111ang tr\u1edf n\u00ean quan tr\u1ecdng h\u01a1n bao gi\u1edd h\u1ebft.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-con-d\u01b0\u1eddng-th\u1ee9-hai-the-domain-expert-nh\u1eefng-nhan-tai-\u1ee9ng-d\u1ee5ng-ai\"><strong>Con \u0111\u01b0\u1eddng th\u1ee9 hai: The Domain Expert &#8211; Nh\u1eefng nh\u00e2n t\u00e0i \u1ee9ng d\u1ee5ng AI<\/strong><\/h4>\n\n\n\n<p>Con \u0111\u01b0\u1eddng th\u00e0nh c\u00f4ng th\u1ee9 hai l\u00e0 c\u00e1c chuy\u00ean gia l\u0129nh v\u1ef1c (domain expert) &#8211; nh\u1eefng ng\u01b0\u1eddi \u1ee9ng d\u1ee5ng kh\u1ea3 n\u0103ng c\u1ee7a AI \u0111\u1ec3 gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 th\u1ef1c t\u1ebf trong l\u0129nh v\u1ef1c chuy\u00ean m\u00f4n c\u1ee7a h\u1ecd. Ti\u1ebfn s\u0129 S\u01a1n nh\u1ea5n m\u1ea1nh r\u1eb1ng v\u1edbi s\u1ef1 ti\u1ec7n l\u1ee3i c\u1ee7a c\u00e1c c\u00f4ng c\u1ee5 AI hi\u1ec7n nay, c\u00e1c chuy\u00ean gia l\u0129nh v\u1ef1c ho\u00e0n to\u00e0n c\u00f3 th\u1ec3 t\u1ef1 m\u00ecnh t\u1ea1o ra m\u1ed9t prototype ho\u1eb7c MVP (Minimum Viable Product \u2013 s\u1ea3n ph\u1ea9m kh\u1ea3 thi t\u1ed1i thi\u1ec3u) \u0111\u1ec3 minh ch\u1ee9ng cho \u00fd t\u01b0\u1edfng c\u1ee7a m\u00ecnh. Nh\u1edd \u0111\u00f3, h\u1ecd c\u00f3 th\u1ec3 d\u1ec5 d\u00e0ng h\u01a1n trong vi\u1ec7c g\u1ecdi v\u1ed1n v\u00e0 x\u00e2y d\u1ef1ng \u0111\u1ed9i ng\u0169 k\u1ef9 thu\u1eadt.<\/p>\n\n\n\n<p>Vai tr\u00f2 c\u1ee7a chuy\u00ean gia l\u0129nh v\u1ef1c n\u00e0y c\u0169ng s\u1edf h\u1eefu m\u1ed1i li\u00ean h\u1ec7 tr\u1ef1c ti\u1ebfp \u0111\u1ebfn kh\u00e1i ni\u1ec7m \u201cApplied AI Talent\u201d \u2013 nh\u1eefng chuy\u00ean gia k\u1ebft h\u1ee3p ki\u1ebfn th\u1ee9c chuy\u00ean m\u00f4n \u0111\u1eb7c th\u00f9 (nh\u01b0 t\u00e2m l\u00fd h\u1ecdc, y h\u1ecdc, t\u00e0i ch\u00ednh&#8230;) v\u1edbi kh\u1ea3 n\u0103ng hi\u1ec7n t\u1ea1i c\u1ee7a AI \u0111\u1ec3 gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 \u0111\u1eb7c th\u00f9 trong l\u0129nh v\u1ef1c \u0111\u00f3.<\/p>\n\n\n\n<p>Tr\u01b0\u1edbc \u0111\u00e2y, vi\u1ec7c gi\u1ea3i quy\u1ebft nh\u1eefng b\u00e0i to\u00e1n nh\u01b0 v\u1eady \u0111\u00f2i h\u1ecfi k\u1ef9 n\u0103ng chuy\u00ean s\u00e2u v\u1ec1 k\u1ef9 thu\u1eadt ph\u1ea7n m\u1ec1m, k\u1ef9 thu\u1eadt d\u1eef li\u1ec7u v\u00e0 AI, nh\u01b0ng nay qu\u00e1 tr\u00ecnh \u0111\u00f3 \u0111\u00e3 \u0111\u01a1n gi\u1ea3n h\u01a1n nhi\u1ec1u, cho ph\u00e9p m\u1ed9t c\u00e1 nh\u00e2n c\u00f3 th\u1ec3 k\u1ebft h\u1ee3p ki\u1ebfn th\u1ee9c s\u1eb5n c\u00f3 c\u1ee7a m\u00ecnh v\u00e0 ho\u00e0n thi\u1ec7n \u00edt nh\u1ea5t m\u1ed9t phi\u00ean b\u1ea3n MVP.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-cac-k\u1ef9-nang-m\u1ec1m-c\u1ed1t-loi-cho-m\u1ecdi-k\u1ef9-s\u01b0-it\"><strong>C\u00e1c k\u1ef9 n\u0103ng m\u1ec1m c\u1ed1t l\u00f5i cho m\u1ecdi k\u1ef9 s\u01b0 IT<\/strong><\/h3>\n\n\n\n<p>M\u1eb7c d\u00f9 AI c\u00f3 th\u1ec3 t\u1ef1 vi\u1ebft code, m\u1ed9t l\u1eadp tr\u00ecnh vi\u00ean gi\u1ecfi s\u1ebd bi\u1ebft c\u00e1ch \u0111\u1eb7t c\u00e2u h\u1ecfi \u0111\u00fang h\u01a1n v\u00e0 \u0111\u1ecbnh h\u01b0\u1edbng m\u00f4 h\u00ecnh \u0111\u1ec3 t\u1ea1o ra c\u00e2u tr\u1ea3 l\u1eddi ch\u00ednh x\u00e1c. Quan tr\u1ecdng h\u01a1n n\u1eefa, c\u00e1c Senior developer)c\u1ea7n c\u00f3 kh\u1ea3 n\u0103ng \u0111\u00e1nh gi\u00e1 v\u00e0 x\u00e1c th\u1ef1c k\u1ebft qu\u1ea3 \u0111\u1ea7u ra m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3 h\u01a1n.<\/p>\n\n\n\n<p>\u0110\u1ed1i v\u1edbi nh\u1eefng h\u1ec7 th\u1ed1ng ph\u1ee9c t\u1ea1p, c\u00f3 l\u01b0\u1ee3ng ng\u01b0\u1eddi d\u00f9ng l\u1edbn v\u00e0 y\u00eau c\u1ea7u cao v\u1ec1 hi\u1ec7u n\u0103ng c\u0169ng nh\u01b0 t\u00ednh s\u1eb5n s\u00e0ng, Ti\u1ebfn s\u0129 S\u01a1n nh\u1eadn \u0111\u1ecbnh r\u1eb1ng c\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn (LLM) hi\u1ec7n v\u1eabn ch\u01b0a \u0111\u1ea1t \u0111\u1ebfn m\u1ee9c c\u00f3 th\u1ec3 \u0111\u00e1p \u1ee9ng \u0111\u01b0\u1ee3c nh\u1eefng y\u00eau c\u1ea7u n\u00e0y; \u00f4ng d\u1ef1 \u0111o\u00e1n r\u1eb1ng s\u1ef1 ph\u1ee5 thu\u1ed9c v\u00e0o chuy\u00ean m\u00f4n con ng\u01b0\u1eddi s\u1ebd c\u00f2n ti\u1ebfp di\u1ec5n \u00edt nh\u1ea5t trong hai n\u0103m t\u1edbi.<\/p>\n\n\n\n<p>B\u00ean c\u1ea1nh k\u1ef9 n\u0103ng l\u1eadp tr\u00ecnh, m\u1ed9t chuy\u00ean gia IT \u0111\u1ec3 th\u00e0nh c\u00f4ng trong k\u1ef7 nguy\u00ean AI c\u00f2n c\u1ea7n kh\u1ea3 n\u0103ng t\u1eadn d\u1ee5ng c\u00e1c k\u1ef9 n\u0103ng m\u1ec1m n\u1ec1n t\u1ea3ng, bao g\u1ed3m:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Kh\u1ea3 n\u0103ng \u0111i\u1ec1u ph\u1ed1i (Orchestration)<\/li>\n\n\n\n<li>T\u1ef1 h\u1ecdc li\u00ean t\u1ee5c (Self-learning)<\/li>\n\n\n\n<li>Ch\u1ee7 \u0111\u1ed9ng, t\u01b0 duy linh ho\u1ea1t (Proactive &amp; Agile mindset)<\/li>\n\n\n\n<li>L\u00e0m vi\u1ec7c nh\u00f3m v\u00e0 ph\u1ed1i h\u1ee3p (Teamwork &amp; Coordination)<\/li>\n\n\n\n<li>B\u1ea3o m\u1eadt v\u00e0 quy\u1ec1n ri\u00eang t\u01b0 d\u1eef li\u1ec7u \u2013 y\u1ebfu t\u1ed1 s\u1ed1ng c\u00f2n v\u1edbi m\u1ecdi doanh nghi\u1ec7p.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-k\u1ef9-nang-s\u1ed1ng-con-nh\u1ea5t-trong-k\u1ef7-nguyen-ai\"><strong>K\u1ef9 n\u0103ng s\u1ed1ng c\u00f2n nh\u1ea5t trong k\u1ef7 nguy\u00ean AI<\/strong><\/h3>\n\n\n\n<p>Ti\u1ebfn s\u0129 S\u01a1n nh\u1ea5n m\u1ea1nh r\u1eb1ng, n\u1ebfu c\u00f3 m\u1ed9t th\u00f4ng \u0111i\u1ec7p c\u1ed1t l\u00f5i nh\u1ea5t m\u00e0 m\u1ed7i c\u00e1 nh\u00e2n c\u1ea7n ghi nh\u1edb trong cu\u1ed9c c\u00e1ch m\u1ea1ng AI n\u00e0y, th\u00ec \u0111\u00f3 ch\u00ednh l\u00e0:<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><em>H\u00e3y r\u00e8n luy\u1ec7n k\u1ef9 n\u0103ng \u0111\u1eb7t c\u00e2u h\u1ecfi.<\/em><\/p>\n<\/blockquote>\n\n\n\n<p>\u00d4ng so s\u00e1nh m\u1ed9t c\u00e1ch s\u00e2u s\u1eafc gi\u1eefa cu\u1ed9c c\u00e1ch m\u1ea1ng Internet v\u00e0 cu\u1ed9c c\u00e1ch m\u1ea1ng AI:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Internet mang \u0111\u1ebfn cu\u1ed9c c\u00e1ch m\u1ea1ng v\u1ec1 th\u00f4ng tin. Nh\u1eefng c\u00f4ng ty nh\u01b0 Google v\u00e0 Meta tr\u1edf th\u00e0nh t\u1eadp \u0111o\u00e0n h\u00e0ng \u0111\u1ea7u th\u1ebf gi\u1edbi nh\u1edd kh\u1ea3 n\u0103ng thu th\u1eadp, s\u1eafp x\u1ebfp v\u00e0 chia s\u1ebb th\u00f4ng tin, gi\u00fap m\u1ecdi ng\u01b0\u1eddi c\u00f3 th\u1ec3 ti\u1ebfp c\u1eadn tri th\u1ee9c ch\u1ec9 b\u1eb1ng m\u1ed9t c\u00fa nh\u1ea5p chu\u1ed9t.<\/li>\n\n\n\n<li>Cu\u1ed9c c\u00e1ch m\u1ea1ng AI, ng\u01b0\u1ee3c l\u1ea1i, mang \u0111\u1ebfn cu\u1ed9c c\u00e1ch m\u1ea1ng v\u1ec1 c\u00e2u tr\u1ea3 l\u1eddi. V\u1ec1 c\u01a1 b\u1ea3n, m\u1ecdi c\u00e2u tr\u1ea3 l\u1eddi tr\u00ean th\u1ebf gi\u1edbi \u0111\u1ec1u \u0111\u00e3 c\u00f3 s\u1eb5n trong t\u1ea7m tay b\u1ea1n, mi\u1ec5n l\u00e0 b\u1ea1n bi\u1ebft c\u00e1ch \u0111\u1eb7t \u0111\u00fang c\u00e2u h\u1ecfi, theo \u0111\u00fang c\u00e1ch.<\/li>\n<\/ul>\n\n\n\n<p>Khi AI \u0111\u1ea3m nh\u1eadn vai tr\u00f2 cung c\u1ea5p c\u00e2u tr\u1ea3 l\u1eddi, gi\u00e1 tr\u1ecb c\u1ee7a con ng\u01b0\u1eddi chuy\u1ec3n h\u01b0\u1edbng sang vi\u1ec7c x\u00e1c \u0111\u1ecbnh v\u1ea5n \u0111\u1ec1 v\u00e0 d\u1eabn d\u1eaft gi\u1ea3i ph\u00e1p. \u0110\u1eb7t c\u00e2u h\u1ecfi \u0111\u00fang, nh\u01b0 \u201cLi\u1ec7u ch\u00fang ta c\u00f3 th\u1ec3 l\u00e0m g\u00ec \u0111\u1ec3 gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 n\u00e0y?\u201d ho\u1eb7c \u201cC\u00f3 c\u00e1ch n\u00e0o gi\u00fap ch\u00fang ta c\u1ea3i thi\u1ec7n \u0111i\u1ec1u \u0111\u00f3 kh\u00f4ng?\u201d &#8211; ch\u00ednh l\u00e0 \u0111\u1ed9ng l\u1ef1c t\u1ea1o ra \u00fd t\u01b0\u1edfng m\u1edbi v\u00e0 \u0111\u1ed5i m\u1edbi s\u00e1ng t\u1ea1o.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-v\u1edbi-doanh-nghi\u1ec7p-lam-gi-va-khong-nen-lam-gi\"><span class=\"ez-toc-section\" id=\"Voi_doanh_nghiep_Lam_gi_va_khong_nen_lam_gi\"><\/span><strong>V\u1edbi doanh nghi\u1ec7p: L\u00e0m g\u00ec v\u00e0 kh\u00f4ng n\u00ean l\u00e0m g\u00ec?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-ren-luy\u1ec7n-t\u01b0-duy-ai-first-cho-nhan-vien\"><strong>R\u00e8n luy\u1ec7n t\u01b0 duy \u201cAI-first\u201d cho nh\u00e2n vi\u00ean<\/strong><\/h3>\n\n\n\n<p>Kh\u00f4ng ch\u1ec9 c\u00e1 nh\u00e2n, doanh nghi\u1ec7p c\u0169ng c\u1ea7n thay \u0111\u1ed5i. T\u1ea1i Neurond AI, to\u00e0n b\u1ed9 quy tr\u00ecnh tuy\u1ec3n d\u1ee5ng v\u00e0 v\u1eadn h\u00e0nh \u0111\u1ec1u \u0111\u01b0\u1ee3c t\u00e1i thi\u1ebft k\u1ebf \u0111\u1ec3 h\u01b0\u1edbng t\u1edbi t\u01b0 duy AI-first.<\/p>\n\n\n\n<p>\u0110i\u1ec1u n\u00e0y ngh\u0129a l\u00e0 m\u1ecdi nh\u00e2n vi\u00ean ph\u1ea3i suy ngh\u0129: \u201cT\u00f4i c\u00f3 th\u1ec3 \u1ee9ng d\u1ee5ng AI cho vi\u1ec7c n\u00e0y kh\u00f4ng?\u201d tr\u01b0\u1edbc khi t\u1ef1 l\u00e0m th\u1ee7 c\u00f4ng. N\u1ebfu kh\u00f4ng, n\u0103ng su\u1ea5t c\u1ee7a doanh nghi\u1ec7p s\u1ebd t\u1ee5t l\u1ea1i ph\u00eda sau.<\/p>\n\n\n\n<p>Do \u0111\u00f3, \u0111\u1ea7u t\u01b0 v\u00e0o \u0111\u00e0o t\u1ea1o t\u01b0 duy l\u00e0 \u0111i\u1ec1u b\u1eaft bu\u1ed9c. Kh\u00f4ng c\u1ea7n nh\u00e2n vi\u00ean marketing hay h\u00e0nh ch\u00ednh tr\u1edf th\u00e0nh chuy\u00ean gia AI, nh\u01b0ng h\u1ecd ph\u1ea3i h\u1ecdc c\u00e1ch \u0111\u1eb7t c\u00e2u h\u1ecfi \u0111\u00fang \u0111\u1ec3 c\u1ea3i ti\u1ebfn quy tr\u00ecnh.<\/p>\n\n\n\n<p>S\u1ef1 thay \u0111\u1ed5i n\u00e0y \u0111\u00f4i khi g\u1eb7p ph\u1ea3n kh\u00e1ng n\u1ed9i b\u1ed9. C\u00e1ch duy nh\u1ea5t \u0111\u1ec3 gi\u1ea3i quy\u1ebft l\u00e0 minh b\u1ea1ch v\u00e0 truy\u1ec1n th\u00f4ng r\u00f5 r\u00e0ng: m\u1ee5c ti\u00eau kh\u00f4ng ph\u1ea3i thay th\u1ebf con ng\u01b0\u1eddi, m\u00e0 l\u00e0 t\u0103ng n\u0103ng su\u1ea5t, hi\u1ec7u qu\u1ea3 v\u00e0 quy\u1ec1n l\u1ee3i cho h\u1ecd.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-bai-h\u1ecdc-d\u1eaft-gia-d\u1eebng-bao-gi\u1edd-danh-gia-th\u1ea5p-t\u1ed1c-d\u1ed9-phat-tri\u1ec3n-c\u1ee7a-ai\"><strong>B\u00e0i h\u1ecdc \u0111\u1eaft gi\u00e1: \u0110\u1eebng bao gi\u1edd \u0111\u00e1nh gi\u00e1 th\u1ea5p t\u1ed1c \u0111\u1ed9 ph\u00e1t tri\u1ec3n c\u1ee7a AI<\/strong><\/h3>\n\n\n\n<p>Ti\u1ebfn s\u0129 S\u01a1n chia s\u1ebb c\u00e2u chuy\u1ec7n v\u1ec1 m\u1ed9t d\u1ef1 \u00e1n AI trong l\u0129nh v\u1ef1c x\u1eed l\u00fd t\u00e0i li\u1ec7u (document intelligence) cho m\u1ed9t kh\u00e1ch h\u00e0ng thu\u1ed9c ng\u00e0nh fintech. \u0110\u1ed9i ng\u0169 c\u1ee7a \u00f4ng \u0111\u00e3 s\u1eed d\u1ee5ng ph\u01b0\u01a1ng ph\u00e1p h\u1ecdc m\u00e1y c\u1ed5 \u0111i\u1ec3n v\u00e0 cam k\u1ebft \u0111\u1ea1t \u0111\u1ed9 ch\u00ednh x\u00e1c 90%. Sau qu\u00e1 tr\u00ecnh n\u1ed7 l\u1ef1c, h\u1ecd th\u1eadm ch\u00ed \u0111\u1ea1t \u0111\u01b0\u1ee3c 92%, v\u01b0\u1ee3t ngo\u00e0i k\u1ef3 v\u1ecdng ban \u0111\u1ea7u. Tuy nhi\u00ean, khi chu\u1ea9n b\u1ecb tri\u1ec3n khai th\u1ef1c t\u1ebf, \u00f4ng quy\u1ebft \u0111\u1ecbnh th\u1eed nghi\u1ec7m m\u1ed9t gi\u1ea3i ph\u00e1p LLM ti\u00ean ti\u1ebfn v\u00e0 ngay l\u1eadp t\u1ee9c \u0111\u1ea1t 95% \u0111\u1ed9 ch\u00ednh x\u00e1c. K\u1ebft qu\u1ea3 l\u00e0, to\u00e0n b\u1ed9 c\u00f4ng vi\u1ec7c tr\u01b0\u1edbc \u0111\u00f3 bu\u1ed9c ph\u1ea3i b\u1ecf \u0111i \u0111\u1ec3 chuy\u1ec3n sang s\u1eed d\u1ee5ng m\u00f4 h\u00ecnh LLM.<\/p>\n\n\n\n<p>\u0110i\u1ec1u \u0111\u00e1ng n\u00f3i l\u00e0 d\u1ef1 \u00e1n kh\u00f4ng th\u1ea5t b\u1ea1i v\u1ec1 m\u1eb7t k\u1ef9 thu\u1eadt, m\u00e0 th\u1ea5t b\u1ea1i \u1edf kh\u1ea3 n\u0103ng d\u1ef1 \u0111o\u00e1n s\u1ef1 thay \u0111\u1ed5i c\u1ee7a ph\u01b0\u01a1ng ph\u00e1p m\u1edbi.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><em>B\u00e0i h\u1ecdc r\u00fat ra l\u00e0 m\u1ed7i d\u1ef1 \u00e1n c\u00f4ng ngh\u1ec7 ng\u00e0y nay \u0111\u1ec1u c\u1ea7n t\u00ednh \u0111\u1ebfn t\u1ed1c \u0111\u1ed9 ph\u00e1t tri\u1ec3n nhanh ch\u00f3ng c\u1ee7a c\u00e1c c\u00f4ng c\u1ee5 v\u00e0 c\u00f4ng ngh\u1ec7 m\u1edbi, n\u1ebfu kh\u00f4ng mu\u1ed1n b\u1ecb b\u1ecf l\u1ea1i ph\u00eda sau.<\/em><\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-ngh\u1ec1-nghi\u1ec7p-it-t\u01b0\u01a1ng-lai-nen-d\u1ea7u-t\u01b0-vao-dau\"><span class=\"ez-toc-section\" id=\"Nghe_nghiep_IT_tuong_lai_Nen_dau_tu_vao_dau\"><\/span><strong>Ngh\u1ec1 nghi\u1ec7p IT t\u01b0\u01a1ng lai: N\u00ean \u0111\u1ea7u t\u01b0 v\u00e0o \u0111\u00e2u?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-cac-vai-tro-it-co-nhu-c\u1ea7u-tuy\u1ec3n-d\u1ee5ng-tang-m\u1ea1nh\"><strong>C\u00e1c vai tr\u00f2 IT c\u00f3 nhu c\u1ea7u tuy\u1ec3n d\u1ee5ng t\u0103ng m\u1ea1nh<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Ki\u1ebfn tr\u00fac s\u01b0 d\u1eef li\u1ec7u (Data Architect):<\/strong> Vai tr\u00f2 n\u00e0y ng\u00e0y c\u00e0ng tr\u1edf n\u00ean quan tr\u1ecdng b\u1edfi ngu\u1ed3n g\u1ed1c c\u1ee7a AI ch\u00ednh l\u00e0 d\u1eef li\u1ec7u. N\u1ebfu d\u1eef li\u1ec7u \u0111\u1ea7u v\u00e0o k\u00e9m ch\u1ea5t l\u01b0\u1ee3ng (garbage in, garbage out), AI s\u1ebd kh\u00f4ng th\u1ec3 ho\u1ea1t \u0111\u1ed9ng hi\u1ec7u qu\u1ea3. Nhi\u1ec7m v\u1ee5 c\u1ee7a Data Architect l\u00e0 chu\u1ea9n b\u1ecb, chuy\u1ec3n \u0111\u1ed5i v\u00e0 x\u1eed l\u00fd d\u1eef li\u1ec7u ch\u1ea5t l\u01b0\u1ee3ng cao, gi\u00fap khai th\u00e1c t\u1ed1i \u0111a s\u1ee9c m\u1ea1nh c\u1ee7a AI.<\/li>\n\n\n\n<li><strong>Ki\u1ebfn tr\u00fac s\u01b0 ph\u1ea7n m\u1ec1m (Software Architect):<\/strong> Khi AI ng\u00e0y c\u00e0ng c\u00f3 kh\u1ea3 n\u0103ng t\u1ef1 sinh ra nhi\u1ec1u h\u00e0m v\u00e0 m\u00f4-\u0111un h\u01a1n, Software Architect \u0111\u00f3ng vai tr\u00f2 k\u1ebft n\u1ed1i v\u00e0 \u0111i\u1ec1u ph\u1ed1i c\u00e1c th\u00e0nh ph\u1ea7n n\u00e0y \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o h\u1ec7 th\u1ed1ng v\u1eadn h\u00e0nh hi\u1ec7u qu\u1ea3, \u1ed5n \u0111\u1ecbnh v\u00e0 \u0111\u1ed3ng b\u1ed9 gi\u1eefa c\u00e1c m\u00f4-\u0111un.<\/li>\n\n\n\n<li><strong>K\u1ef9 s\u01b0 AI \u1ee9ng d\u1ee5ng (Applied AI Talent\/Engineer):<\/strong> \u0110\u00e2y l\u00e0 nh\u00f3m chuy\u00ean gia k\u1ebft h\u1ee3p ki\u1ebfn th\u1ee9c chuy\u00ean ng\u00e0nh (domain knowledge) v\u1edbi n\u0103ng l\u1ef1c \u1ee9ng d\u1ee5ng AI \u0111\u1ec3 gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 th\u1ef1c ti\u1ec5n. Xu h\u01b0\u1edbng n\u00e0y s\u1ebd ng\u00e0y c\u00e0ng ph\u00e1t tri\u1ec3n m\u1ea1nh trong t\u01b0\u01a1ng lai g\u1ea7n.<\/li>\n\n\n\n<li><strong>Tu\u00e2n th\u1ee7 v\u00e0 qu\u1ea3n l\u00fd d\u1eef li\u1ec7u (Compliance):<\/strong> \u0110\u00e2y l\u00e0 m\u1ed9t l\u0129nh v\u1ef1c t\u0103ng tr\u01b0\u1edfng tr\u1ecdng y\u1ebfu trong t\u01b0\u01a1ng lai. Khi d\u1eef li\u1ec7u tr\u1edf th\u00e0nh t\u00e0i s\u1ea3n c\u1ed1t l\u00f5i v\u00e0 l\u00e0 \u201ctr\u00ed tu\u1ec7 s\u1edf h\u1eefu\u201d (IP) c\u1ee7a doanh nghi\u1ec7p, c\u00e1c vai tr\u00f2 li\u00ean quan \u0111\u1ebfn chu\u1ea9n b\u1ecb d\u1eef li\u1ec7u, qu\u1ea3n l\u00fd quy\u1ec1n ri\u00eang t\u01b0, v\u00e0 tu\u00e2n th\u1ee7 quy \u0111\u1ecbnh ph\u00e1p l\u00fd qu\u1ed1c gia \u2013 qu\u1ed1c t\u1ebf (nh\u01b0 lu\u1eadt b\u1ea3o m\u1eadt d\u1eef li\u1ec7u m\u1edbi t\u1ea1i Vi\u1ec7t Nam) s\u1ebd \u0111\u01b0\u1ee3c s\u0103n \u0111\u00f3n m\u1ea1nh m\u1ebd, t\u01b0\u01a1ng t\u1ef1 nh\u01b0 l\u00e0n s\u00f3ng nhu c\u1ea7u nh\u00e2n s\u1ef1 an ninh m\u1ea1ng (security experts) trong nh\u1eefng n\u0103m g\u1ea7n \u0111\u00e2y.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-nhom-chuyen-gia-ai-chuyen-sau\"><strong>Nh\u00f3m chuy\u00ean gia AI chuy\u00ean s\u00e2u<\/strong><\/h3>\n\n\n\n<p>C\u00e1c v\u1ecb tr\u00ed n\u00e0y \u0111\u00f2i h\u1ecfi m\u1ee9c \u0111\u1ed9 th\u1ea5u hi\u1ec3u AI chuy\u00ean s\u00e2u v\u00e0 th\u01b0\u1eddng t\u1eadp trung \u1edf c\u00e1c trung t\u00e2m l\u1edbn nh\u01b0 M\u1ef9, Trung Qu\u1ed1c:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Large Language Model Fine-tuning Specialist<\/strong>: Chuy\u00ean tinh ch\u1ec9nh m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn, \u0111\u1ea3m b\u1ea3o m\u00f4 h\u00ecnh cho ra k\u1ebft qu\u1ea3 ch\u00ednh x\u00e1c, h\u1eefu \u00edch.<\/li>\n\n\n\n<li><strong>Synthetic Data Engineer<\/strong>: Khi d\u1eef li\u1ec7u th\u1eadt \u0111\u00e3 \u0111\u01b0\u1ee3c khai th\u00e1c h\u1ebft, chuy\u00ean gia d\u1eef li\u1ec7u t\u1ed5ng h\u1ee3p s\u1ebd t\u1ea1o ra d\u1eef li\u1ec7u nh\u00e2n t\u1ea1o \u0111\u1ec3 hu\u1ea5n luy\u1ec7n m\u00f4 h\u00ecnh ti\u1ebfp t\u1ee5c ph\u00e1t tri\u1ec3n.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-cac-v\u1ecb-tri-it-m\u1edbi-d\u01b0\u1ee3c-d\u1ef1-doan-s\u1ebd-xu\u1ea5t-hi\u1ec7n\"><strong>C\u00e1c v\u1ecb tr\u00ed IT m\u1edbi \u0111\u01b0\u1ee3c d\u1ef1 \u0111o\u00e1n s\u1ebd xu\u1ea5t hi\u1ec7n<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Agent Architect<\/strong>: Thi\u1ebft k\u1ebf v\u00e0 \u0111i\u1ec1u ph\u1ed1i nhi\u1ec1u AI agent l\u00e0m vi\u1ec7c song song \u0111\u1ec3 gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 ph\u1ee9c t\u1ea1p.<\/li>\n\n\n\n<li><strong>Domain Skill Transposer<\/strong>: Chuy\u1ec3n \u0111\u1ed5i v\u1ea5n \u0111\u1ec1 chuy\u00ean ng\u00e0nh th\u00e0nh kh\u1ea3 n\u0103ng AI c\u00f3 th\u1ec3 hi\u1ec3u v\u00e0 x\u1eed l\u00fd \u0111\u01b0\u1ee3c.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-k\u1ebft-lu\u1eadn\"><span class=\"ez-toc-section\" id=\"Ket_luan\"><\/span><strong>K\u1ebft lu\u1eadn<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Cu\u1ed9c c\u00e1ch m\u1ea1ng AI l\u00e0 m\u1ed9t s\u1ef1 th\u1eadt \u0111ang di\u1ec5n ra, kh\u00f4ng c\u00f2n bong b\u00f3ng nh\u1ea5t th\u1eddi. Con \u0111\u01b0\u1eddng ph\u00eda tr\u01b0\u1edbc c\u1ee7a m\u1ed7i c\u00e1 nh\u00e2n s\u1ebd \u0111\u01b0\u1ee3c \u0111\u1ecbnh h\u00ecnh b\u1edfi s\u1ef1 chuy\u00ean s\u00e2u k\u1ef9 thu\u1eadt (The Nerd), kh\u1ea3 n\u0103ng k\u1ebft h\u1ee3p hi\u1ec3u bi\u1ebft chuy\u00ean ng\u00e0nh v\u1edbi AI (The Domain Expert), t\u01b0 duy AI-first v\u00e0 tr\u00ean h\u1ebft l\u00e0 k\u1ef9 n\u0103ng \u0111\u1eb7t c\u00e2u h\u1ecfi \u0111\u00fang. Khi l\u00e0m ch\u1ee7 \u0111\u01b0\u1ee3c kh\u1ea3 n\u0103ng n\u00e0y, con ng\u01b0\u1eddi kh\u00f4ng c\u00f2n ch\u1ec9 l\u00e0 ng\u01b0\u1eddi \u201ct\u1ea1o ra c\u00e2u tr\u1ea3 l\u1eddi\u201d, m\u00e0 tr\u1edf th\u00e0nh ki\u1ebfn tr\u00fac s\u01b0 c\u1ee7a gi\u1ea3i ph\u00e1p, d\u1eabn d\u1eaft s\u1ef1 ph\u00e1t tri\u1ec3n trong k\u1ef7 nguy\u00ean h\u1ec7 th\u1ed1ng th\u00f4ng minh.<\/p>\n\n\n\n<p>\u2014&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;<\/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 <a href=\"https:\/\/www.neurond.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">Neurond AI<\/a>, 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 <a href=\"https:\/\/itviec.com\/segments\/viec-lam-ai-data?utm_source=blog&amp;utm_medium=neurondai_video&amp;utm_campaign=aidata_segment&amp;utm_content=vn\" target=\"_blank\" rel=\"noreferrer noopener\">Vi\u1ec7c l\u00e0m AI, Data<\/a> c\u1ee7a ITviec!<\/td><\/tr><\/tbody><\/table><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>Read full English version here. Th\u1ecb tr\u01b0\u1eddng tuy\u1ec3n d\u1ee5ng IT \u0111ang ch\u1ee9ng ki\u1ebfn m\u1ed9t cu\u1ed9c c\u00e1ch m\u1ea1ng mang t\u00ednh n\u1ec1n t\u1ea3ng do Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) d\u1eabn d\u1eaft, v\u01b0\u1ee3t xa kh\u1ecfi nh\u1eefng l\u1eddi \u201cth\u1ed5i ph\u1ed3ng\u201d v\u00e0 t\u1ea1o ra nh\u1eefng thay \u0111\u1ed5i th\u1ef1c s\u1ef1 trong th\u1ecb tr\u01b0\u1eddng vi\u1ec7c l\u00e0m v\u00e0 k\u1ef3 v\u1ecdng ngh\u1ec1 nghi\u1ec7p. \u0110\u1ec3 [&hellip;]<\/p>\n","protected":false},"author":95,"featured_media":92557,"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-92553","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>C\u1ea9m nang to\u00e0n di\u1ec7n: Sinh t\u1ed3n v\u00e0 ph\u00e1t tri\u1ec3n s\u1ef1 nghi\u1ec7p IT trong K\u1ef7 nguy\u00ean AI - ITviec Blog<\/title>\n<meta name=\"description\" content=\"AI \u0111ang thay th\u1ebf c\u00e1c v\u1ecb tr\u00ed IT? C\u00f9ng ITviec v\u00e0 Ti\u1ebfn s\u0129 S\u01a1n Nguy\u1ec5n, CEO v\u00e0 Co-founder Neurond AI, \u0111\u00e0o s\u00e2u v\u00e0o t\u00ecnh h\u00ecnh th\u1ef1c t\u1ebf v\u00e0 nh\u1eefng c\u01a1 h\u1ed9i m\u1edbi cho d\u00e2n IT gi\u1eefa k\u1ef7 nguy\u00ean AI.\" \/>\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\/phat-trien-su-nghiep-it-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=\"C\u1ea9m nang to\u00e0n di\u1ec7n: Sinh t\u1ed3n v\u00e0 ph\u00e1t tri\u1ec3n s\u1ef1 nghi\u1ec7p IT trong K\u1ef7 nguy\u00ean AI\" \/>\n<meta property=\"og:description\" content=\"Read full English version here. Th\u1ecb tr\u01b0\u1eddng tuy\u1ec3n d\u1ee5ng IT \u0111ang ch\u1ee9ng ki\u1ebfn m\u1ed9t cu\u1ed9c c\u00e1ch m\u1ea1ng mang t\u00ednh n\u1ec1n t\u1ea3ng do Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) d\u1eabn d\u1eaft, v\u01b0\u1ee3t xa\" \/>\n<meta property=\"og:url\" content=\"https:\/\/itviec.com\/blog\/phat-trien-su-nghiep-it-trong-ky-nguyen-ai\/\" \/>\n<meta property=\"og:site_name\" content=\"ITviec Blog\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/ITviec\" \/>\n<meta property=\"article:published_time\" content=\"2025-10-29T04:14:42+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-11-19T03:07:04+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2025\/10\/Thumbnail-VDO-neurondai-scaled.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"800\" \/>\n\t<meta property=\"og:image:height\" content=\"450\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Tuong Uyen\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@ITviec\" \/>\n<meta name=\"twitter:site\" content=\"@ITviec\" \/>\n<meta name=\"twitter:label1\" content=\"\u0110\u01b0\u1ee3c vi\u1ebft b\u1edfi\" \/>\n\t<meta name=\"twitter:data1\" content=\"Tuong Uyen\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u01af\u1edbc t\u00ednh th\u1eddi gian \u0111\u1ecdc\" \/>\n\t<meta name=\"twitter:data2\" content=\"17 ph\u00fat\" \/>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"C\u1ea9m nang to\u00e0n di\u1ec7n: Sinh t\u1ed3n v\u00e0 ph\u00e1t tri\u1ec3n s\u1ef1 nghi\u1ec7p IT trong K\u1ef7 nguy\u00ean AI - ITviec Blog","description":"AI \u0111ang thay th\u1ebf c\u00e1c v\u1ecb tr\u00ed IT? C\u00f9ng ITviec v\u00e0 Ti\u1ebfn s\u0129 S\u01a1n Nguy\u1ec5n, CEO v\u00e0 Co-founder Neurond AI, \u0111\u00e0o s\u00e2u v\u00e0o t\u00ecnh h\u00ecnh th\u1ef1c t\u1ebf v\u00e0 nh\u1eefng c\u01a1 h\u1ed9i m\u1edbi cho d\u00e2n IT gi\u1eefa k\u1ef7 nguy\u00ean AI.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/itviec.com\/blog\/phat-trien-su-nghiep-it-trong-ky-nguyen-ai\/","og_locale":"vi_VN","og_type":"article","og_title":"C\u1ea9m nang to\u00e0n di\u1ec7n: Sinh t\u1ed3n v\u00e0 ph\u00e1t tri\u1ec3n s\u1ef1 nghi\u1ec7p IT trong K\u1ef7 nguy\u00ean AI","og_description":"Read full English version here. 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