{"id":74663,"date":"2024-07-11T20:28:55","date_gmt":"2024-07-11T13:28:55","guid":{"rendered":"https:\/\/itviec.com\/blog\/?p=74663"},"modified":"2025-12-10T14:10:34","modified_gmt":"2025-12-10T07:10:34","slug":"luong-nganh-tri-tue-nhan-tao","status":"publish","type":"post","link":"https:\/\/itviec.com\/blog\/luong-nganh-tri-tue-nhan-tao\/","title":{"rendered":"L\u01b0\u01a1ng ng\u00e0nh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o: T\u1ed5ng quan l\u01b0\u01a1ng AI v\u00e0 Data"},"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\/luong-nganh-tri-tue-nhan-tao\/#Tong_quan_ve_nganh_tri_tue_nhan_tao\" >T\u1ed5ng quan v\u1ec1 ng\u00e0nh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/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\/luong-nganh-tri-tue-nhan-tao\/#Luong_nganh_tri_tue_nhan_tao_theo_vi_tri_cong_viec\" >L\u01b0\u01a1ng ng\u00e0nh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o theo v\u1ecb tr\u00ed c\u00f4ng vi\u1ec7c<\/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\/luong-nganh-tri-tue-nhan-tao\/#Luong_nganh_khoa_hoc_du_lieu_theo_vi_tri_cong_viec\" >L\u01b0\u01a1ng ng\u00e0nh khoa h\u1ecdc d\u1eef li\u1ec7u theo v\u1ecb tr\u00ed c\u00f4ng vi\u1ec7c<\/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\/luong-nganh-tri-tue-nhan-tao\/#Tiem_nang_cua_nganh_tri_tue_nhan_tao\" >Ti\u1ec1m n\u0103ng c\u1ee7a ng\u00e0nh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/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\/luong-nganh-tri-tue-nhan-tao\/#Cau_hoi_thuong_gap_ve_luong_nganh_tri_tue_nhan_tao\" >C\u00e2u h\u1ecfi th\u01b0\u1eddng g\u1eb7p v\u1ec1 l\u01b0\u01a1ng ng\u00e0nh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/itviec.com\/blog\/luong-nganh-tri-tue-nhan-tao\/#Tong_ket_ve_luong_nganh_tri_tue_nhan_tao\" >T\u1ed5ng k\u1ebft v\u1ec1 l\u01b0\u01a1ng ng\u00e0nh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/a><\/li><\/ul><\/nav><\/div>\n\n<p><em><strong>Ng\u00e0nh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) \u0111ang ch\u1ee9ng ki\u1ebfn s\u1ef1 gia t\u0103ng \u0111\u00e1ng k\u1ec3 trong c\u00e1c c\u01a1 h\u1ed9i vi\u1ec7c l\u00e0m v\u00e0 m\u1ee9c l\u01b0\u01a1ng ng\u00e0nh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o h\u1ea5p d\u1eabn, \u0111\u1eb7c bi\u1ec7t l\u00e0 t\u1eeb s\u1ef1 ki\u1ec7n ra m\u1eaft c\u1ee7a ChatGPT tr\u00ean n\u1ec1n t\u1ea3ng web t\u1eeb th\u00e1ng 11\/2022. Ch\u1ec9 trong 6 th\u00e1ng \u0111\u1ea7u n\u0103m 2025, s\u1ed1 l\u01b0\u1ee3ng tin tuy\u1ec3n d\u1ee5ng li\u00ean quan \u0111\u1ebfn AI, Machine Learning v\u00e0 Data \u0111\u00e3 t\u0103ng \u0111\u1ebfn 59% so v\u1edbi c\u00f9ng k\u1ef3 n\u0103m 2024, theo s\u1ed1 li\u1ec7u ITviec. S\u1ef1 gia t\u0103ng n\u00e0y trong nhu c\u1ea7u n\u00e0y \u0111\u00e3 ph\u1ea3n \u00e1nh s\u1ef1 t\u0103ng tr\u01b0\u1edfng c\u1ee7a c\u00e1c c\u00f4ng vi\u1ec7c li\u00ean quan \u0111\u1ebfn AI hi\u1ec7n nay c\u0169ng nh\u01b0 m\u1ee9c thu nh\u1eadp.<\/strong><\/em><\/p>\n\n\n\n<p><span style=\"font-weight: 400;\">B\u00e0i vi\u1ebft n\u00e0y s\u1ebd cung c\u1ea5p cho b\u1ea1n nh\u1eefng th\u00f4ng tin h\u1eefu \u00edch v\u1ec1:&nbsp;<\/span><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><span style=\"font-weight: 400;\">Ti\u1ec1m n\u0103ng c\u1ee7a ng\u00e0nh AI hi\u1ec7n nay c\u00f9ng nhi\u1ec1u insight th\u00fa v\u1ecb<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">T\u1ed5ng quan m\u1ee9c l\u01b0\u01a1ng ng\u00e0nh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u00e0 Khoa h\u1ecdc d\u1eef li\u1ec7u theo c\u00e1c v\u1ecb tr\u00ed<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">C\u00e1c th\u00f4ng tin v\u1ec1 th\u1ecb tr\u01b0\u1eddng lao \u0111\u1ed9ng trong ng\u00e0nh AI v\u00e0 Data science<\/span><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-t\u1ed5ng-quan-v\u1ec1-nganh-tri-tu\u1ec7-nhan-t\u1ea1o\"><span class=\"ez-toc-section\" id=\"Tong_quan_ve_nganh_tri_tue_nhan_tao\"><\/span><b>T\u1ed5ng quan v\u1ec1 ng\u00e0nh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><span style=\"font-weight: 400;\">Hi\u1ec7n nay, nhu c\u1ea7u \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 AI l\u00e0 m\u1ed9t nhu c\u1ea7u c\u1ea5p thi\u1ebft v\u00e0 c\u1ea7n \u0111\u01b0\u1ee3c \u0111\u00e1p \u1ee9ng ngay trong h\u1ea7u h\u1ebft c\u00e1c doanh nghi\u1ec7p. Nh\u01b0ng v\u00ec ng\u00e0nh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o l\u00e0 m\u1ed9t ng\u00e0nh sinh sau \u0111\u1ebb mu\u1ed9n, n\u00ean khi l\u00ean k\u1ebf ho\u1ea1ch tuy\u1ec3n d\u1ee5ng s\u1ebd g\u1eb7p ph\u1ea3i r\u1ea5t nhi\u1ec1u th\u00e1ch th\u1ee9c nh\u01b0:<\/span><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><span style=\"font-weight: 400;\">L\u00e0m sao \u0111\u1ec3 t\u00ednh l\u01b0\u01a1ng v\u00e0 \u0111\u1ecbnh gi\u00e1 m\u1ed9t lao \u0111\u1ed9ng l\u00e0m vi\u1ec7c cho m\u1ea3ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o?<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">C\u00f3 nh\u1eefng v\u1ecb tr\u00ed kh\u00e1c nhau n\u00e0o trong l\u0129nh v\u1ef1c n\u00e0y?<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">N\u1ebfu kh\u00f4ng tuy\u1ec3n \u0111\u01b0\u1ee3c ai tr\u00ean th\u1ecb tr\u01b0\u1eddng th\u00ec c\u00f3 th\u1ec3 \u0111\u00e0o t\u1ea1o n\u1ed9i b\u1ed9 \u0111\u01b0\u1ee3c kh\u00f4ng? V\u1ecb tr\u00ed n\u00e0o trong c\u00f4ng ty s\u1ebd ph\u00f9 h\u1ee3p l\u00e0m c\u00f4ng vi\u1ec7c c\u1ee7a m\u1ed9t k\u1ef9 s\u01b0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o?<\/span><\/li>\n<\/ul>\n\n\n\n<p><span style=\"font-weight: 400;\">C\u00f2n \u0111\u1ed1i v\u1edbi m\u1ed9t nh\u00e2n s\u1ef1 c\u00f4ng ngh\u1ec7 th\u00f4ng tin \u0111ang mu\u1ed1n gia nh\u1eadp th\u1ecb tr\u01b0\u1eddng AI, b\u1ea1n s\u1ebd t\u1ef1 h\u1ecfi r\u1eb1ng:<\/span><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><span style=\"font-weight: 400;\">C\u00f3 nh\u1eefng v\u1ecb tr\u00ed n\u00e0o trong ng\u00e0nh AI \u0111\u1ec3 l\u1ef1a ch\u1ecdn?<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">T\u00f4i n\u00ean b\u1eaft \u0111\u1ea7u l\u00e0m \u1edf v\u1ecb tr\u00ed n\u00e0o, v\u1ecb tr\u00ed n\u00e0o d\u1ec5 nh\u1ea5t?<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">M\u1ee9c l\u01b0\u01a1ng ng\u00e0nh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o s\u1ebd \u0111\u01b0\u1ee3c t\u00ednh nh\u01b0 th\u1ebf n\u00e0o?<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">T\u00f4i n\u00ean thi\u1ebft k\u1ebf con \u0111\u01b0\u1eddng s\u1ef1 nghi\u1ec7p nh\u01b0 th\u1ebf n\u00e0o \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c m\u1ee5c ti\u00eau mong mu\u1ed1n?<\/span><\/li>\n<\/ul>\n\n\n\n<p><span style=\"font-weight: 400;\">V\u1eady tr\u01b0\u1edbc h\u1ebft, ch\u00fang ta h\u00e3y c\u00f9ng \u0111i qua c\u00e1c kh\u00e1i ni\u1ec7m quan tr\u1ecdng trong ng\u00e0nh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u1ec3 tr\u1ea3 l\u1eddi \u0111\u01b0\u1ee3c nh\u1eefng c\u00e2u h\u1ecfi n\u00e0y t\u1eeb c\u1ea3 hai ph\u00eda ng\u01b0\u1eddi lao \u0111\u1ed9ng v\u00e0 nh\u00e0 tuy\u1ec3n d\u1ee5ng nh\u00e9.<\/span><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-tri-tu\u1ec7-nhan-t\u1ea1o-ai-la-gi\"><strong>Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) l\u00e0 g\u00ec?<\/strong><\/h3>\n\n\n\n<p><span style=\"font-weight: 400;\">Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) l\u00e0 m\u1ed9t l\u0129nh v\u1ef1c khoa h\u1ecdc m\u00e1y t\u00ednh r\u1ed9ng l\u1edbn, t\u1eadp trung v\u00e0o vi\u1ec7c t\u1ea1o ra s\u1ef1 th\u00f4ng minh t\u1eeb m\u00e1y t\u00ednh &#8211; nh\u1eefng c\u1ed7 m\u00e1y c\u00f3 th\u1ec3 suy lu\u1eadn, h\u1ecdc h\u1ecfi v\u00e0 h\u00e0nh \u0111\u1ed9ng t\u1ef1 ch\u1ee7. AI nh\u1eb1m m\u1ee5c \u0111\u00edch t\u00e1i t\u1ea1o c\u00e1c kh\u1ea3 n\u0103ng nh\u1eadn th\u1ee9c c\u1ee7a con ng\u01b0\u1eddi nh\u01b0 gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1, ra quy\u1ebft \u0111\u1ecbnh v\u00e0 h\u1ecdc t\u1eadp. N\u00f3 bao g\u1ed3m nhi\u1ec1u l\u0129nh v\u1ef1c con kh\u00e1c nhau nh\u01b0: h\u1ecdc m\u00e1y, h\u1ecdc s\u00e2u, th\u1ecb gi\u00e1c m\u00e1y t\u00ednh v\u00e0 x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean.&nbsp;<\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400;\">\u0110\u1ec3 hi\u1ec3u r\u00f5 h\u01a1n v\u1ec1 ng\u00e0nh Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, ch\u00fang ta n\u00ean xem qua ng\u00e0nh khoa h\u1ecdc d\u1eef li\u1ec7u v\u00ec c\u1ea3 hai l\u0129nh v\u1ef1c c\u00f3 quan h\u1ec7 r\u1ea5t m\u1eadt thi\u1ebft.<\/span><\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><em>Hi\u1ec3u r\u00f5 h\u01a1n v\u1ec1 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o qua b\u00e0i vi\u1ebft <a href=\"https:\/\/itviec.com\/blog\/tri-tue-nhan-tao-la-gi\/\" target=\"_blank\" rel=\"noopener\"><strong>Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o l\u00e0 g\u00ec<\/strong><\/a>.<\/em><\/p>\n<\/blockquote>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-khoa-h\u1ecdc-d\u1eef-li\u1ec7u-la-gi\"><strong>Khoa h\u1ecdc d\u1eef li\u1ec7u l\u00e0 g\u00ec?<\/strong><\/h3>\n\n\n\n<p><span style=\"font-weight: 400;\">Khoa h\u1ecdc d\u1eef li\u1ec7u l\u00e0 m\u1ed9t l\u0129nh v\u1ef1c li\u00ean ng\u00e0nh k\u1ebft h\u1ee3p khoa h\u1ecdc m\u00e1y t\u00ednh, th\u1ed1ng k\u00ea v\u00e0 ki\u1ebfn th\u1ee9c chuy\u00ean m\u00f4n v\u1ec1 l\u0129nh v\u1ef1c \u0111\u1ec3 r\u00fat ra nh\u1eefng hi\u1ec3u bi\u1ebft s\u00e2u s\u1eafc c\u00f3 \u00fd ngh\u0129a t\u1eeb d\u1eef li\u1ec7u.&nbsp;<\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400;\">C\u00e1c nh\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u s\u1eed d\u1ee5ng nhi\u1ec1u c\u00f4ng c\u1ee5 v\u00e0 k\u1ef9 thu\u1eadt kh\u00e1c nhau \u0111\u1ec3 thu th\u1eadp, l\u00e0m s\u1ea1ch, ph\u00e2n t\u00edch v\u00e0 gi\u1ea3i th\u00edch l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u. H\u1ecd x\u00e1c \u0111\u1ecbnh c\u00e1c m\u00f4 h\u00ecnh, xu h\u01b0\u1edbng v\u00e0 \u0111i\u1ec3m b\u1ea5t th\u01b0\u1eddng \u0111\u1ec3 gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 ph\u1ee9c t\u1ea1p, \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh s\u00e1ng su\u1ed1t v\u00e0 t\u1ea1o ra c\u00e1c gi\u1ea3i ph\u00e1p d\u1ef1a tr\u00ean d\u1eef li\u1ec7u trong nhi\u1ec1u ng\u00e0nh kh\u00e1c nhau. Khoa h\u1ecdc d\u1eef li\u1ec7u \u0111\u00f3ng m\u1ed9t vai tr\u00f2 quan tr\u1ecdng trong vi\u1ec7c ra quy\u1ebft \u0111\u1ecbnh d\u1ef1a tr\u00ean d\u1eef li\u1ec7u, m\u00f4 h\u00ecnh d\u1ef1 \u0111o\u00e1n v\u00e0 kh\u00e1m ph\u00e1 c\u00e1c m\u1ed1i quan h\u1ec7 \u1ea9n trong d\u1eef li\u1ec7u.<\/span><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-m\u1ed1i-quan-h\u1ec7-gi\u1eefa-ai-va-khoa-h\u1ecdc-d\u1eef-li\u1ec7u\"><strong>M\u1ed1i quan h\u1ec7 gi\u1eefa AI v\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u<\/strong><\/h3>\n\n\n\n<p><strong>D\u1eef li\u1ec7u l\u00e0 n\u1ec1n t\u1ea3ng:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><span style=\"font-weight: 400;\">AI ph\u1ee5 thu\u1ed9c m\u1ea1nh m\u1ebd v\u00e0o d\u1eef li\u1ec7u \u0111\u1ec3 hu\u1ea5n luy\u1ec7n c\u00e1c thu\u1eadt to\u00e1n v\u00e0 m\u00f4 h\u00ecnh. Khoa h\u1ecdc d\u1eef li\u1ec7u cung c\u1ea5p c\u00e1c ph\u01b0\u01a1ng ph\u00e1p v\u00e0 c\u00f4ng c\u1ee5 \u0111\u1ec3 thu th\u1eadp, l\u00e0m s\u1ea1ch, ph\u00e2n t\u00edch v\u00e0 di\u1ec5n gi\u1ea3i d\u1eef li\u1ec7u n\u00e0y, l\u00e0m cho n\u00f3 c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng \u0111\u01b0\u1ee3c trong c\u00e1c \u1ee9ng d\u1ee5ng AI.<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">N\u1ebfu thi\u1ebfu c\u00f4ng vi\u1ec7c n\u1ec1n t\u1ea3ng c\u1ee7a c\u00e1c nh\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u, c\u00e1c m\u00f4 h\u00ecnh AI s\u1ebd thi\u1ebfu d\u1eef li\u1ec7u ch\u1ea5t l\u01b0\u1ee3ng cao c\u1ea7n thi\u1ebft cho vi\u1ec7c hu\u1ea5n luy\u1ec7n v\u00e0 c\u1ea3i ti\u1ebfn.<\/span><\/li>\n<\/ul>\n\n\n\n<p><strong>Ph\u01b0\u01a1ng ph\u00e1p th\u1ed1ng k\u00ea v\u00e0 h\u1ecdc m\u00e1y:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><span style=\"font-weight: 400;\">Khoa h\u1ecdc d\u1eef li\u1ec7u s\u1eed d\u1ee5ng c\u00e1c k\u1ef9 thu\u1eadt th\u1ed1ng k\u00ea \u0111\u1ec3 r\u00fat ra nh\u1eefng hi\u1ec3u bi\u1ebft t\u1eeb d\u1eef li\u1ec7u. Nh\u1eefng hi\u1ec3u bi\u1ebft n\u00e0y t\u1ea1o n\u00ean c\u01a1 s\u1edf cho h\u1ecdc m\u00e1y, m\u1ed9t nh\u00e1nh c\u1ee7a AI, bao g\u1ed3m vi\u1ec7c t\u1ea1o ra c\u00e1c thu\u1eadt to\u00e1n c\u00f3 th\u1ec3 h\u1ecdc h\u1ecfi v\u00e0 d\u1ef1 \u0111o\u00e1n t\u1eeb d\u1eef li\u1ec7u.<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">C\u00e1c nh\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u s\u1eed d\u1ee5ng c\u00e1c k\u1ef9 thu\u1eadt h\u1ecdc m\u00e1y \u0111\u1ec3 x\u00e2y d\u1ef1ng c\u00e1c m\u00f4 h\u00ecnh d\u1ef1 \u0111o\u00e1n, r\u1ea5t quan tr\u1ecdng cho nhi\u1ec1u \u1ee9ng d\u1ee5ng AI.<\/span><\/li>\n<\/ul>\n\n\n\n<p><strong>Ph\u00e1t tri\u1ec3n v\u00e0 tri\u1ec3n khai m\u00f4 h\u00ecnh:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><span style=\"font-weight: 400;\">C\u00e1c nh\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u ph\u00e1t tri\u1ec3n c\u00e1c m\u00f4 h\u00ecnh c\u00f3 th\u1ec3 nh\u1eadn di\u1ec7n c\u00e1c m\u1eabu v\u00e0 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh d\u1ef1a tr\u00ean d\u1eef li\u1ec7u. C\u00e1c m\u00f4 h\u00ecnh n\u00e0y th\u01b0\u1eddng \u0111\u01b0\u1ee3c tri\u1ec3n khai trong c\u00e1c h\u1ec7 th\u1ed1ng AI \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c nhi\u1ec7m v\u1ee5 v\u00e0 cung c\u1ea5p c\u00e1c gi\u1ea3i ph\u00e1p th\u00f4ng minh.<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">AI n\u00e2ng cao c\u00e1c m\u00f4 h\u00ecnh n\u00e0y b\u1eb1ng c\u00e1ch cho ph\u00e9p ch\u00fang c\u1ea3i thi\u1ec7n theo th\u1eddi gian v\u1edbi nhi\u1ec1u d\u1eef li\u1ec7u h\u01a1n v\u00e0 c\u00e1c thu\u1eadt to\u00e1n ti\u00ean ti\u1ebfn, d\u1eabn \u0111\u1ebfn k\u1ebft qu\u1ea3 ch\u00ednh x\u00e1c v\u00e0 hi\u1ec7u qu\u1ea3 h\u01a1n.<\/span><\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-nganh-tri-tu\u1ec7-nhan-t\u1ea1o-va-nganh-khoa-h\u1ecdc-d\u1eef-li\u1ec7u\"><strong>Ng\u00e0nh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u00e0 ng\u00e0nh khoa h\u1ecdc d\u1eef li\u1ec7u<\/strong><\/h3>\n\n\n\n<p><span style=\"font-weight: 400;\"><a href=\"https:\/\/itviec.com\/blog\/nganh-tri-tue-nhan-tao\/\" target=\"_blank\" rel=\"noopener\"><strong>Ng\u00e0nh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/strong><\/a> l\u00e0 m\u1ed9t nh\u00e1nh nh\u1ecf c\u1ee7a khoa h\u1ecdc d\u1eef li\u1ec7u. \u0110\u00e2y l\u00e0 hai l\u0129nh v\u1ef1c li\u00ean k\u1ebft ch\u1eb7t ch\u1ebd v\u1edbi ng\u00e0nh c\u00f4ng ngh\u1ec7 v\u00e0 khoa h\u1ecdc m\u00e1y t\u00ednh.&nbsp;<\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400;\">Th\u01b0\u1eddng th\u00ec m\u1ed9t ng\u01b0\u1eddi m\u1edbi s\u1ebd b\u1eaft \u0111\u1ea7u l\u00e0m vi\u1ec7c trong c\u00e1c v\u1ecb tr\u00ed thu\u1ed9c ng\u00e0nh khoa h\u1ecdc d\u1eef li\u1ec7u tr\u01b0\u1edbc. Sau m\u1ed9t th\u1eddi gian c\u00f3 \u0111\u1ee7 kinh nghi\u1ec7m, ki\u1ebfn th\u1ee9c v\u00e0 k\u1ef9 n\u0103ng chuy\u00ean m\u00f4n s\u1ebd l\u1ea5n s\u00e2n v\u00e0o ng\u00e0nh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, v\u00ec c\u00e1c v\u1ecb tr\u00ed thu\u1ed9c ng\u00e0nh khoa h\u1ecdc d\u1eef li\u1ec7u s\u1ebd c\u00f3 y\u00eau c\u1ea7u d\u1ec5 h\u01a1n.<\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400;\">M\u1ed9t \u0111i\u1ec1u c\u00e1c b\u1ea1n n\u00ean c\u00e2n nh\u1eafc khi theo \u0111u\u1ed5i l\u0129nh v\u1ef1c tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o t\u1ea1i Vi\u1ec7t Nam \u0111\u00f3 l\u00e0 g\u1ea7n nh\u01b0 r\u1ea5t \u00edt ho\u1eb7c kh\u00f4ng c\u00f3 c\u00e1c v\u1ecb tr\u00ed ch\u1ec9 \u0111\u1ea3m nh\u1eadn c\u00e1c tr\u00e1ch nhi\u1ec7m li\u00ean quan \u0111\u1ebfn tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o. Th\u01b0\u1eddng th\u00ec c\u00e1c c\u00f4ng ty s\u1ebd tuy\u1ec3n m\u1ed9t nh\u00e2n vi\u00ean c\u00f3 k\u1ef9 n\u0103ng khoa h\u1ecdc d\u1eef li\u1ec7u \u0111\u1ec3 \u0111\u1ea3m nh\u1eadn lu\u00f4n c\u00e1c c\u00f4ng vi\u1ec7c v\u1eadn h\u00e0nh v\u00e0 \u0111\u1ed3ng th\u1eddi ph\u00e1t tri\u1ec3n \u1ee9ng d\u1ee5ng AI. \u0110\u00f4i khi nh\u00e2n vi\u00ean n\u00e0y l\u00e0 m\u1ed9t l\u1eadp tr\u00ecnh vi\u00ean, kh\u00f4ng c\u00f3 ki\u1ebfn th\u1ee9c hay n\u1ec1n t\u1ea3ng khoa h\u1ecdc d\u1eef li\u1ec7u. Cho n\u00ean th\u1ef1c tr\u1ea1ng \u0111\u00e1ng bu\u1ed3n l\u00e0 c\u00e1c b\u1ea1n t\u1ed1t nghi\u1ec7p t\u1eeb khoa h\u1ecdc d\u1eef li\u1ec7u, hay \u1edf Vi\u1ec7t Nam \u0111\u00e0o t\u1ea1o g\u1ecdi l\u00e0 ng\u00e0nh to\u00e1n, th\u1ed1ng k\u00ea, th\u01b0\u1eddng s\u1ebd chuy\u1ec3n sang l\u00e0m m\u1ed9t c\u00f4ng vi\u1ec7c kh\u00e1c tr\u00e1i ng\u00e0nh.<\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400;\">Khi hi\u1ec3u t\u1ed5ng quan v\u1ec1 ng\u00e0nh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u, b\u1ea1n s\u1ebd d\u1ec5 ti\u1ebfp c\u1eadn \u0111\u01b0\u1ee3c y\u00eau c\u1ea7u \u0111\u1eb7c th\u00f9 cho c\u00e1c v\u1ecb tr\u00ed thu\u1ed9c c\u00e1c ng\u00e0nh n\u00e0y, v\u00e0 hi\u1ec3u t\u1ea1i sao c\u00f3 s\u1ef1 ch\u00eanh l\u1ec7ch trong m\u1ee9c l\u01b0\u01a1ng gi\u1eefa c\u00e1c v\u1ecb tr\u00ed.<\/span><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-l\u01b0\u01a1ng-nganh-tri-tu\u1ec7-nhan-t\u1ea1o-theo-v\u1ecb-tri-cong-vi\u1ec7c\"><span class=\"ez-toc-section\" id=\"Luong_nganh_tri_tue_nhan_tao_theo_vi_tri_cong_viec\"><\/span><b>L\u01b0\u01a1ng ng\u00e0nh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o theo v\u1ecb tr\u00ed c\u00f4ng vi\u1ec7c<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-ai-engineer\"><b>AI Engineer<\/b><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-trach-nhi\u1ec7m\"><strong>Tr\u00e1ch nhi\u1ec7m<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>L\u1eadp tr\u00ecnh v\u00e0 hu\u1ea5n luy\u1ec7n c\u00e1c m\u1ea1ng l\u01b0\u1edbi v\u00e0 thu\u1eadt to\u00e1n&nbsp;<\/li>\n\n\n\n<li>Tri\u1ec3n khai c\u00e1c k\u1ef9 thu\u1eadt h\u1ecdc m\u00e1y nh\u01b0 h\u1ecdc s\u00e2u, x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean<\/li>\n\n\n\n<li>Th\u1ef1c hi\u1ec7n nghi\u00ean c\u1ee9u \u0111\u1ec3 ph\u00e1t tri\u1ec3n c\u00e1c l\u00fd thuy\u1ebft ho\u1eb7c t\u1ea1o ra c\u00e1c thu\u1eadt to\u00e1n v\u00e0 c\u00e1c ph\u01b0\u01a1ng ph\u00e1p h\u1ecdc m\u00e1y c\u00f3 th\u1ec3 gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 trong l\u0129nh v\u1ef1c \u0111i\u1ec7n to\u00e1n<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-k\u1ef9-nang\"><strong>K\u1ef9 n\u0103ng<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh:&nbsp;Python, Java v\u00e0 C++<\/li>\n\n\n\n<li>To\u00e1n h\u1ecdc n\u00e2ng cao<\/li>\n\n\n\n<li>Ki\u1ebfn tr\u00fac m\u1ea1ng n\u01a1-ron<\/li>\n\n\n\n<li>K\u1ef9 n\u0103ng s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5&nbsp;nh\u01b0 Hive, Spark, Apache Hadoop v\u00e0&nbsp;<a href=\"https:\/\/itviec.com\/blog\/tensorflow-la-gi\/\" target=\"_blank\" rel=\"noreferrer noopener\">TensorFlow<\/a><\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-m\u1ee9c-l\u01b0\u01a1ng-ai-engineer\"><span style=\"font-weight: 400;\"><strong>M\u1ee9c l\u01b0\u01a1ng AI Engineer<\/strong><\/span><\/h4>\n\n\n\n<p>Theo <strong><a href=\"https:\/\/itviec.com\/bao-cao\/luong-it-va-thi-truong-tuyen-dung-it-vietnam\" target=\"_blank\" rel=\"noreferrer noopener\">B\u00e1o C\u00e1o L\u01b0\u01a1ng &amp; Th\u1ecb Tr\u01b0\u1eddng Tuy\u1ec3n D\u1ee5ng IT 2024-2025<\/a><\/strong>, m\u1ee9c l\u01b0\u01a1ng cho c\u00e1c v\u1ecb tr\u00ed thu\u1ed9c v\u1ecb tr\u00ed AI Engineer c\u00f3 th\u1ec3 dao \u0111\u1ed9ng t\u1eeb 18 &#8211; 70 tri\u1ec7u\/ th\u00e1ng t\u00f9y theo kho\u1ea3ng n\u0103m kinh nghi\u1ec7m. C\u1ee5 th\u1ec3:<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>Kho\u1ea3ng n\u0103m kinh nghi\u1ec7m<\/strong><\/td><td><strong>M\u1ee9c l\u01b0\u01a1ng AI Engineer <strong>trung v\u1ecb<\/strong><\/strong> (\u0110\u01a1n v\u1ecb: \u0110\u1ed3ng\/ th\u00e1ng)<\/td><\/tr><tr><td>1-2 n\u0103m<\/td><td>18.100.000<\/td><\/tr><tr><td>3-4 n\u0103m<\/td><td>34.100.000<\/td><\/tr><tr><td>5-8 n\u0103m<\/td><td>55.200.000<\/td><\/tr><tr><td>&gt;8 n\u0103m<\/td><td>70.400.000<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-ai-product-manager\"><b>AI Product Manager<\/b><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-trach-nhi\u1ec7m\"><strong>Tr\u00e1ch nhi\u1ec7m<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><span style=\"font-weight: 400;\">Qu\u1ea3n l\u00fd ph\u00e1t tri\u1ec3n v\u00e0 tri\u1ec3n khai c\u00e1c s\u1ea3n ph\u1ea9m AI \u0111\u01b0\u1ee3c cung c\u1ea5p b\u1edfi c\u00e1c c\u00f4ng ty l\u1edbn nh\u01b0 Google, OpenAI, t\u1eeb \u00fd t\u01b0\u1edfng \u0111\u1ebfn th\u1ef1c thi<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">\u0110i\u1ec1u ph\u1ed1i gi\u1eefa c\u00e1c nh\u00f3m k\u1ef9 thu\u1eadt v\u00e0 kinh doanh \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o s\u1ea3n ph\u1ea9m \u0111\u00e1p \u1ee9ng nhu c\u1ea7u th\u1ecb tr\u01b0\u1eddng v\u00e0 ng\u01b0\u1eddi d\u00f9ng<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">X\u00e1c \u0111\u1ecbnh chi\u1ebfn l\u01b0\u1ee3c s\u1ea3n ph\u1ea9m, l\u1eadp k\u1ebf ho\u1ea1ch l\u1ed9 tr\u00ecnh v\u00e0 \u0111\u1ea3m b\u1ea3o ti\u1ebfn \u0111\u1ed9 d\u1ef1 \u00e1n<\/span><\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-k\u1ef9-nang\"><strong>K\u1ef9 n\u0103ng<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><span style=\"font-weight: 400;\">Hi\u1ec3u bi\u1ebft s\u00e2u s\u1eafc v\u1ec1 AI v\u00e0 h\u1ecdc m\u00e1y<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">Kinh nghi\u1ec7m qu\u1ea3n l\u00fd d\u1ef1 \u00e1n, k\u1ef9 n\u0103ng giao ti\u1ebfp v\u00e0 qu\u1ea3n l\u00fd \u0111\u1ed9i nh\u00f3m<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">Kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch th\u1ecb tr\u01b0\u1eddng v\u00e0 y\u00eau c\u1ea7u c\u1ee7a ng\u01b0\u1eddi d\u00f9ng<\/span><\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-kinh-nghi\u1ec7m\"><span style=\"font-weight: 400;\"><strong>Kinh nghi\u1ec7m<\/strong><\/span><\/h4>\n\n\n\n<p><span style=\"font-weight: 400;\">Y\u00eau c\u1ea7u 2-3 n\u0103m kinh nghi\u1ec7m tr\u1edf l\u00ean \u1edf v\u1ecb tr\u00ed Product Manager ho\u1eb7c Product Owner.<\/span><\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-m\u1ee9c-l\u01b0\u01a1ng-nganh-tri-tu\u1ec7-nhan-t\u1ea1o-cho-v\u1ecb-tri-product-manager\"><span style=\"font-weight: 400;\"><strong>M\u1ee9c l\u01b0\u01a1ng ng\u00e0nh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o cho v\u1ecb tr\u00ed Product Manager<\/strong><\/span><\/h4>\n\n\n\n<p>Theo <strong><a href=\"https:\/\/itviec.com\/bao-cao\/luong-it-va-thi-truong-tuyen-dung-it-vietnam\" target=\"_blank\" rel=\"noreferrer noopener\">B\u00e1o C\u00e1o L\u01b0\u01a1ng &amp; Th\u1ecb Tr\u01b0\u1eddng Tuy\u1ec3n D\u1ee5ng IT 2024-2025<\/a><\/strong>, m\u1ee9c l\u01b0\u01a1ng cho c\u00e1c v\u1ecb tr\u00ed thu\u1ed9c l\u0129nh v\u1ef1c Product Management chi ti\u1ebft nh\u01b0 sau:<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>Kho\u1ea3ng n\u0103m kinh nghi\u1ec7m<\/strong><\/td><td><strong>M\u1ee9c l\u01b0\u01a1ng Product Manager trung v\u1ecb<\/strong> (\u0110\u01a1n v\u1ecb: \u0110\u1ed3ng\/ th\u00e1ng)<\/td><\/tr><tr><td>&lt;1 n\u0103m<\/td><td>22.000.000<\/td><\/tr><tr><td>1-2 n\u0103m<\/td><td>23.310.000<\/td><\/tr><tr><td>3-4 n\u0103m<\/td><td>50.400.000<\/td><\/tr><tr><td>5-8 n\u0103m<\/td><td>58.200.000<\/td><\/tr><tr><td>&gt;8 n\u0103m<\/td><td>68.400.000<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-ai-security\"><b>AI Security<\/b><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-trach-nhi\u1ec7m-0\"><strong>Tr\u00e1ch nhi\u1ec7m<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><span style=\"font-weight: 400;\">B\u1ea3o v\u1ec7 c\u00e1c h\u1ec7 th\u1ed1ng AI kh\u1ecfi c\u00e1c m\u1ed1i \u0111e d\u1ecda b\u1ea3o m\u1eadt v\u00e0 \u0111\u1ea3m b\u1ea3o r\u1eb1ng d\u1eef li\u1ec7u v\u00e0 c\u00e1c m\u00f4 h\u00ecnh AI \u0111\u01b0\u1ee3c b\u1ea3o m\u1eadt<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">Ph\u00e1t hi\u1ec7n v\u00e0 gi\u1ea3m thi\u1ec3u c\u00e1c l\u1ed7 h\u1ed5ng b\u1ea3o m\u1eadt, gi\u00e1m s\u00e1t c\u00e1c ho\u1ea1t \u0111\u1ed9ng b\u1ea5t th\u01b0\u1eddng v\u00e0 ph\u00e1t tri\u1ec3n c\u00e1c chi\u1ebfn l\u01b0\u1ee3c b\u1ea3o m\u1eadt ti\u00ean ti\u1ebfn<\/span><\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-k\u1ef9-nang-0\"><strong>K\u1ef9 n\u0103ng<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><span style=\"font-weight: 400;\">Ki\u1ebfn th\u1ee9c chuy\u00ean s\u00e2u v\u1ec1 an ninh m\u1ea1ng<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">K\u1ef9 n\u0103ng l\u1eadp tr\u00ecnh<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">Hi\u1ec3u bi\u1ebft v\u1ec1 AI v\u00e0 h\u1ecdc m\u00e1y<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">Kinh nghi\u1ec7m v\u1edbi c\u00e1c c\u00f4ng c\u1ee5 b\u1ea3o m\u1eadt (SIEM, IDS\/IPS)<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">Kh\u1ea3 n\u0103ng ph\u00e1t hi\u1ec7n v\u00e0 \u1ee9ng ph\u00f3 v\u1edbi c\u00e1c m\u1ed1i \u0111e d\u1ecda b\u1ea3o m\u1eadt<\/span><\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-kinh-nghi\u1ec7m-0\"><span style=\"font-weight: 400;\"><strong>Kinh nghi\u1ec7m<\/strong><\/span><\/h4>\n\n\n\n<p><span style=\"font-weight: 400;\">Y\u00eau c\u1ea7u 2-3 n\u0103m kinh nghi\u1ec7m tr\u1edf l\u00ean \u1edf v\u1ecb tr\u00ed IT Security, \u0111\u1ed3ng th\u1eddi c\u00f3 hi\u1ec3u bi\u1ebft v\u1ec1 c\u00e1c ph\u01b0\u01a1ng ph\u00e1p t\u1ea5n c\u00f4ng m\u00f4 h\u00ecnh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o nh\u01b0 AI injection attack.<\/span><\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-m\u1ee9c-l\u01b0\u01a1ng-nganh-tri-tu\u1ec7-nhan-t\u1ea1o-0\"><span style=\"font-weight: 400;\"><strong>M\u1ee9c l\u01b0\u01a1ng ng\u00e0nh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/strong><\/span><\/h4>\n\n\n\n<p><span style=\"font-weight: 400;\">M\u1ee9c l\u01b0\u01a1ng trung v\u1ecb cho v\u1ecb tr\u00ed n\u00e0y t\u01b0\u01a1ng t\u1ef1 v\u1edbi v\u1ecb tr\u00ed Security Engineer c\u00f3 th\u1ec3 t\u1eeb 60 &#8211; 80+ tri\u1ec7u \u0111\u1ed3ng\/ th\u00e1ng (theo <strong><a href=\"https:\/\/itviec.com\/bao-cao\/luong-it-va-thi-truong-tuyen-dung-it-vietnam\" target=\"_blank\" rel=\"noreferrer noopener\">B\u00e1o C\u00e1o L\u01b0\u01a1ng &amp; Th\u1ecb Tr\u01b0\u1eddng Tuy\u1ec3n D\u1ee5ng IT 2024-2025<\/a><\/strong> t\u1eeb ITviec), nh\u01b0ng hi\u1ec7n t\u1ea1i th\u00ec v\u1ecb tr\u00ed n\u00e0y \u0111ang kh\u00f4ng ph\u1ed5 bi\u1ebfn t\u1ea1i Vi\u1ec7t Nam.<\/span><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-aiops-artificial-intelligence-for-it-operations\"><b>AIOps (Artificial Intelligence for IT Operations)<\/b><\/h3>\n\n\n\n<p><strong>Tr\u00e1ch nhi\u1ec7m<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><span style=\"font-weight: 400;\">S\u1eed d\u1ee5ng AI \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng h\u00f3a v\u00e0 c\u1ea3i thi\u1ec7n c\u00e1c quy tr\u00ecnh v\u1eadn h\u00e0nh IT<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">Ph\u00e1t tri\u1ec3n v\u00e0 tri\u1ec3n khai c\u00e1c m\u00f4 h\u00ecnh h\u1ecdc m\u00e1y \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n v\u00e0 ph\u00e1t hi\u1ec7n c\u00e1c v\u1ea5n \u0111\u1ec1 h\u1ec7 th\u1ed1ng tr\u01b0\u1edbc khi ch\u00fang x\u1ea3y ra, c\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t v\u00e0 kh\u1ea3 n\u0103ng ph\u1ea3n \u1ee9ng c\u1ee7a h\u1ec7 th\u1ed1ng<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">Tri\u1ec3n khai v\u00e0 qu\u1ea3n l\u00fd c\u00e1c m\u00f4 h\u00ecnh AI tr\u00ean c\u00e1c n\u1ec1n t\u1ea3ng \u0111\u00e1m m\u00e2y, \u0111\u1ea3m b\u1ea3o kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng v\u00e0 \u0111\u1ed9 tin c\u1eady c\u1ee7a h\u1ec7 th\u1ed1ng<\/span><\/li>\n<\/ul>\n\n\n\n<p><strong>K\u1ef9 n\u0103ng<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><span style=\"font-weight: 400;\">Ki\u1ebfn th\u1ee9c v\u1ec1 qu\u1ea3n l\u00fd h\u1ec7 th\u1ed1ng IT v\u00e0 v\u1eadn h\u00e0nh<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">K\u1ef9 n\u0103ng l\u1eadp tr\u00ecnh (Python, Shell)<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">Kinh nghi\u1ec7m v\u1edbi c\u00e1c c\u00f4ng c\u1ee5 gi\u00e1m s\u00e1t v\u00e0 qu\u1ea3n l\u00fd h\u1ec7 th\u1ed1ng<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">Hi\u1ec3u bi\u1ebft s\u00e2u s\u1eafc v\u1ec1 c\u00e1c n\u1ec1n t\u1ea3ng \u0111\u00e1m m\u00e2y (AWS, Azure, Google Cloud)<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">Kh\u1ea3 n\u0103ng tri\u1ec3n khai v\u00e0 t\u1ed1i \u01b0u h\u00f3a c\u00e1c m\u00f4 h\u00ecnh AI \u0111\u1ec3 h\u1ed7 tr\u1ee3 v\u1eadn h\u00e0nh IT<\/span><\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-kinh-nghi\u1ec7m-1\"><span style=\"font-weight: 400;\"><strong>Kinh nghi\u1ec7m<\/strong><\/span><\/h4>\n\n\n\n<p><span style=\"font-weight: 400;\">Y\u00eau c\u1ea7u 2-3 n\u0103m kinh nghi\u1ec7m tr\u1edf l\u00ean \u1edf v\u1ecb tr\u00ed DevOps, c\u00f3 hi\u1ec3u bi\u1ebft v\u1ec1 c\u00e1c lo\u1ea1i m\u00f4 h\u00ecnh AI hi\u1ec7n \u0111\u1ea1i.<\/span><\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-m\u1ee9c-l\u01b0\u01a1ng-nganh-tri-tu\u1ec7-nhan-t\u1ea1o-1\"><span style=\"font-weight: 400;\"><strong>M\u1ee9c l\u01b0\u01a1ng ng\u00e0nh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/strong><\/span><\/h4>\n\n\n\n<p><span style=\"font-weight: 400;\">M\u1ee9c l\u01b0\u01a1ng trung v\u1ecb cho v\u1ecb tr\u00ed n\u00e0y c\u00f3 th\u1ec3 t\u01b0\u01a1ng t\u1ef1 v\u1edbi c\u00e1c v\u1ecb tr\u00ed thu\u1ed9c ph\u00f2ng DevOps, chi ti\u1ebft nh\u01b0 sau, theo <strong><a href=\"https:\/\/itviec.com\/bao-cao\/luong-it-va-thi-truong-tuyen-dung-it-vietnam\" target=\"_blank\" rel=\"noreferrer noopener\">B\u00e1o C\u00e1o L\u01b0\u01a1ng &amp; Th\u1ecb Tr\u01b0\u1eddng Tuy\u1ec3n D\u1ee5ng IT 2024-2025<\/a><\/strong>:<\/span><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>Kho\u1ea3ng n\u0103m kinh nghi\u1ec7m<\/strong><\/td><td><strong>M\u1ee9c l\u01b0\u01a1ng DevOps Engineer trung v\u1ecb<\/strong> (\u0110\u01a1n v\u1ecb: \u0110\u1ed3ng\/ th\u00e1ng)<\/td><\/tr><tr><td>1-2 n\u0103m<\/td><td>30.000.000<\/td><\/tr><tr><td>3-4 n\u0103m<\/td><td>50.500.000<\/td><\/tr><tr><td>5-8 n\u0103m<\/td><td>53.850.000<\/td><\/tr><tr><td>&gt;8 n\u0103m<\/td><td>84.400.000<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-ai-content-reviewer-content-auditor\"><b>AI Content Reviewer\/Content Auditor<\/b><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-trach-nhi\u1ec7m-1\"><strong>Tr\u00e1ch nhi\u1ec7m<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><span style=\"font-weight: 400;\">\u0110\u00e1nh gi\u00e1 v\u00e0 ki\u1ec3m duy\u1ec7t n\u1ed9i dung \u0111\u01b0\u1ee3c t\u1ea1o ra b\u1edfi c\u00e1c m\u00f4 h\u00ecnh AI \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o t\u00ednh ch\u00ednh x\u00e1c, ch\u1ea5t l\u01b0\u1ee3ng, v\u00e0 tu\u00e2n th\u1ee7 c\u00e1c quy \u0111\u1ecbnh v\u00e0 ti\u00eau chu\u1ea9n c\u1ee7a c\u00f4ng ty<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">Ph\u00e2n t\u00edch v\u00e0 x\u00e1c \u0111\u1ecbnh c\u00e1c l\u1ed7i ho\u1eb7c v\u1ea5n \u0111\u1ec1 trong n\u1ed9i dung, \u0111\u1ec1 xu\u1ea5t c\u00e1c \u0111i\u1ec1u ch\u1ec9nh v\u00e0 c\u1ea3i ti\u1ebfn<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">L\u00e0m vi\u1ec7c ch\u1eb7t ch\u1ebd v\u1edbi c\u00e1c nh\u00f3m ph\u00e1t tri\u1ec3n AI \u0111\u1ec3 c\u1ea3i thi\u1ec7n c\u00e1c m\u00f4 h\u00ecnh d\u1ef1a tr\u00ean ph\u1ea3n h\u1ed3i th\u1ef1c t\u1ebf<\/span><\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-k\u1ef9-nang-1\"><strong>K\u1ef9 n\u0103ng<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><span style=\"font-weight: 400;\">Ki\u1ebfn th\u1ee9c v\u1ec1 AI v\u00e0 h\u1ecdc m\u00e1y<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">K\u1ef9 n\u0103ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">Hi\u1ec3u bi\u1ebft s\u00e2u s\u1eafc v\u1ec1 ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean (NLP)<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">K\u1ef9 n\u0103ng vi\u1ebft v\u00e0 bi\u00ean t\u1eadp<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">Kh\u1ea3 n\u0103ng ch\u00fa \u00fd \u0111\u1ebfn chi ti\u1ebft v\u00e0 tu\u00e2n th\u1ee7 c\u00e1c ti\u00eau chu\u1ea9n ch\u1ea5t l\u01b0\u1ee3ng<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">Kinh nghi\u1ec7m v\u1edbi c\u00e1c c\u00f4ng c\u1ee5 ki\u1ec3m duy\u1ec7t n\u1ed9i dung v\u00e0 h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd n\u1ed9i dung.<\/span><\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-kinh-nghi\u1ec7m-2\"><span style=\"font-weight: 400;\"><strong>Kinh nghi\u1ec7m<\/strong><\/span><\/h4>\n\n\n\n<p><span style=\"font-weight: 400;\">C\u00f3 kinh nghi\u1ec7m t\u1ea1i c\u00e1c v\u1ecb tr\u00ed Content Marketing, Content Writer trong doanh nghi\u1ec7p.<\/span><\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-m\u1ee9c-l\u01b0\u01a1ng-nganh-tri-tu\u1ec7-nhan-t\u1ea1o-2\"><span style=\"font-weight: 400;\"><strong>M\u1ee9c l\u01b0\u01a1ng ng\u00e0nh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/strong><\/span><\/h4>\n\n\n\n<p><span style=\"font-weight: 400;\">V\u1ecb tr\u00ed n\u00e0y hi\u1ec7n t\u1ea1i r\u1ea5t \u00edt c\u1ea3 tr\u00ean th\u1ecb tr\u01b0\u1eddng qu\u1ed1c t\u1ebf v\u00e0 \u1edf Vi\u1ec7t Nam n\u00ean ch\u01b0a c\u00f3 nhi\u1ec1u th\u00f4ng tin ch\u00ednh x\u00e1c v\u1ec1 l\u01b0\u01a1ng.<\/span><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-research-scientist\"><b>Research Scientist<\/b><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-trach-nhi\u1ec7m-2\"><strong>Tr\u00e1ch nhi\u1ec7m<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><span style=\"font-weight: 400;\">Ti\u1ebfn h\u00e0nh nghi\u00ean c\u1ee9u ti\u00ean ti\u1ebfn trong AI v\u00e0 h\u1ecdc m\u00e1y, th\u01b0\u1eddng kh\u00e1m ph\u00e1 c\u00e1c thu\u1eadt to\u00e1n, k\u1ef9 thu\u1eadt, m\u00f4 h\u00ecnh v\u00e0 ki\u1ebfn tr\u00fac tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o m\u1edbi<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">L\u00e0m vi\u1ec7c tr\u00ean c\u00e1c kh\u00eda c\u1ea1nh l\u00fd thuy\u1ebft c\u0169ng nh\u01b0 c\u00e1c tri\u1ec3n khai th\u1ef1c t\u1ebf<\/span><\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-k\u1ef9-nang-2\"><strong>K\u1ef9 n\u0103ng<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><span style=\"font-weight: 400;\">Hi\u1ec3u bi\u1ebft s\u00e2u s\u1eafc v\u1ec1 h\u1ecdc m\u00e1y, AI, to\u00e1n h\u1ecdc<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">K\u1ef9 n\u0103ng l\u1eadp tr\u00ecnh m\u1ea1nh<\/span><\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-kinh-nghi\u1ec7m-3\"><span style=\"font-weight: 400;\"><strong>Kinh nghi\u1ec7m<\/strong><\/span><\/h4>\n\n\n\n<p><span style=\"font-weight: 400;\">V\u1ecb tr\u00ed n\u00e0y th\u01b0\u1eddng y\u00eau c\u1ea7u c\u00e1c b\u1eb1ng c\u1ea5p cao nh\u01b0 th\u1ea1c s\u0129, ti\u1ebfn s\u0129 v\u1ec1 khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 khoa h\u1ecdc m\u00e1y t\u00ednh, \u0111\u1ed3ng th\u1eddi \u0111\u00e3 t\u1eebng tham gia v\u00e0o c\u00e1c d\u1ef1 \u00e1n AI \u0111\u01b0\u1ee3c \u0111\u1ea7u t\u01b0 b\u1edfi c\u00e1c tr\u01b0\u1eddng \u0111\u1ea1i h\u1ecdc qu\u1ed1c t\u1ebf l\u1edbn.<\/span><\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-m\u1ee9c-l\u01b0\u01a1ng-nganh-tri-tu\u1ec7-nhan-t\u1ea1o-3\"><span style=\"font-weight: 400;\"><strong>M\u1ee9c l\u01b0\u01a1ng ng\u00e0nh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/strong><\/span><\/h4>\n\n\n\n<p><span style=\"font-weight: 400;\">Theo <\/span><a href=\"https:\/\/www.glassdoor.com\/Salaries\/research-scientist-salary-SRCH_KO0,18.htm\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">Glassdoor<\/span><\/a><span style=\"font-weight: 400;\">, m\u1ee9c l\u01b0\u01a1ng cho v\u1ecb tr\u00ed n\u00e0y t\u1ea1i M\u1ef9 l\u00e0 140+ tri\u1ec7u \u0111\u1ed3ng\/ th\u00e1ng (5800+ USD). \u1ede Vi\u1ec7t Nam, v\u1ecb tr\u00ed n\u00e0y g\u1ea7n nh\u01b0 kh\u00f4ng ph\u1ed5 bi\u1ebfn n\u00ean ch\u01b0a c\u00f3 th\u00f4ng tin ch\u00ednh x\u00e1c v\u1ec1 m\u1ee9c l\u01b0\u01a1ng.<\/span><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-ai-prompt-engineer\"><b>AI Prompt Engineer<\/b><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-trach-nhi\u1ec7m-3\"><strong>Tr\u00e1ch nhi\u1ec7m<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><span style=\"font-weight: 400;\">Thi\u1ebft k\u1ebf v\u00e0 t\u1ed1i \u01b0u h\u00f3a c\u00e1c c\u00e2u l\u1ec7nh \u0111\u1ea7u v\u00e0o (prompts) \u0111\u1ec3 c\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t v\u00e0 k\u1ebft qu\u1ea3 c\u1ee7a c\u00e1c m\u00f4 h\u00ecnh AI<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">L\u00e0m vi\u1ec7c ch\u1eb7t ch\u1ebd v\u1edbi c\u00e1c nh\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 k\u1ef9 s\u01b0 h\u1ecdc m\u00e1y \u0111\u1ec3 th\u1eed nghi\u1ec7m v\u00e0 \u0111i\u1ec1u ch\u1ec9nh c\u00e1c m\u00f4 h\u00ecnh d\u1ef1a tr\u00ean ph\u1ea3n h\u1ed3i v\u00e0 k\u1ebft qu\u1ea3 th\u1ef1c t\u1ebf<\/span><\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-k\u1ef9-nang-3\"><strong>K\u1ef9 n\u0103ng<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><span style=\"font-weight: 400;\">Ki\u1ebfn th\u1ee9c v\u1eefng ch\u1eafc v\u1ec1 ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean (NLP)<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">K\u1ef9 n\u0103ng l\u1eadp tr\u00ecnh (Python, Java)<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">Kinh nghi\u1ec7m v\u1edbi c\u00e1c khung h\u1ecdc m\u00e1y (<a href=\"https:\/\/itviec.com\/blog\/tensorflow-la-gi\/\" target=\"_blank\" rel=\"noopener\">TensorFlow<\/a>, PyTorch)<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">Kh\u1ea3 n\u0103ng t\u1ed1i \u01b0u h\u00f3a v\u00e0 \u0111i\u1ec1u ch\u1ec9nh c\u00e1c m\u00f4 h\u00ecnh AI<\/span><\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-kinh-nghi\u1ec7m-4\"><span style=\"font-weight: 400;\"><strong>Kinh nghi\u1ec7m<\/strong><\/span><\/h4>\n\n\n\n<p><span style=\"font-weight: 400;\">Y\u00eau c\u1ea7u kinh nghi\u1ec7m s\u1eed d\u1ee5ng c\u00e1c model nh\u01b0 ChatGPT, Gemini\u2026 V\u1ecb tr\u00ed n\u00e0y ch\u1ec9 m\u1edbi xu\u1ea5t hi\u1ec7n g\u1ea7n \u0111\u00e2y khi c\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn &#8211; LLMs ng\u00e0y c\u00e0ng tr\u1edf n\u00ean th\u00f4ng minh h\u01a1n v\u00e0 c\u00f3 th\u1ec3 \u1ee9ng d\u1ee5ng v\u00e0o c\u1ea3i ti\u1ebfn v\u1eadn h\u00e0nh doanh nghi\u1ec7p.<\/span><\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-m\u1ee9c-nbsp-l\u01b0\u01a1ng-nganh-tri-tu\u1ec7-nhan-t\u1ea1o\"><span style=\"font-weight: 400;\"><strong>M\u1ee9c&nbsp;l\u01b0\u01a1ng ng\u00e0nh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/strong><\/span><\/h4>\n\n\n\n<p><span style=\"font-weight: 400;\">V\u1ecb tr\u00ed n\u00e0y hi\u1ec7n t\u1ea1i r\u1ea5t \u00edt c\u1ea3 tr\u00ean th\u1ecb tr\u01b0\u1eddng qu\u1ed1c t\u1ebf v\u00e0 \u1edf Vi\u1ec7t Nam n\u00ean ch\u01b0a c\u00f3 nhi\u1ec1u th\u00f4ng tin ch\u00ednh x\u00e1c v\u1ec1 l\u01b0\u01a1ng.<\/span><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-l\u01b0\u01a1ng-nganh-khoa-h\u1ecdc-d\u1eef-li\u1ec7u-theo-v\u1ecb-tri-cong-vi\u1ec7c\"><span class=\"ez-toc-section\" id=\"Luong_nganh_khoa_hoc_du_lieu_theo_vi_tri_cong_viec\"><\/span><b>L\u01b0\u01a1ng ng\u00e0nh khoa h\u1ecdc d\u1eef li\u1ec7u theo v\u1ecb tr\u00ed c\u00f4ng vi\u1ec7c<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-chuyen-vien-phan-tich-d\u1eef-li\u1ec7u-data-analyst\"><b>Chuy\u00ean vi\u00ean Ph\u00e2n t\u00edch D\u1eef li\u1ec7u (Data Analyst)<\/b><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-trach-nhi\u1ec7m-4\"><strong>Tr\u00e1ch nhi\u1ec7m<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><span style=\"font-weight: 400;\">Di\u1ec5n gi\u1ea3i d\u1eef li\u1ec7u v\u00e0 cung c\u1ea5p c\u00e1c th\u00f4ng tin chi ti\u1ebft c\u00f3 th\u1ec3 h\u00e0nh \u0111\u1ed9ng th\u00f4ng qua c\u00e1c b\u00e1o c\u00e1o v\u00e0 tr\u1ef1c quan h\u00f3a<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">Th\u01b0\u1eddng t\u1eadp trung v\u00e0o ph\u00e2n t\u00edch m\u00f4 t\u1ea3 \u0111\u1ec3 hi\u1ec3u c\u00e1c xu h\u01b0\u1edbng trong qu\u00e1 kh\u1ee9 v\u00e0 hi\u1ec7n t\u1ea1i<\/span><\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-k\u1ef9-nang-4\"><strong>K\u1ef9 n\u0103ng<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><span style=\"font-weight: 400;\">Th\u00e0nh th\u1ea1o SQL, Excel<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">Th\u00e0nh th\u1ea1o c\u00e1c c\u00f4ng c\u1ee5 tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u (Tableau, Power BI)<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">Ph\u00e2n t\u00edch th\u1ed1ng k\u00ea c\u01a1 b\u1ea3n<\/span><\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-kinh-nghi\u1ec7m-5\"><strong>Kinh nghi\u1ec7m<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><span style=\"font-weight: 400;\">C\u00f3 kinh nghi\u1ec7m v\u1ec1 thao t\u00e1c d\u1eef li\u1ec7u, x\u1eed l\u00fd v\u00e0 tr\u1ef1c quan d\u1eef li\u1ec7u<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">C\u00f3 s\u1ef1 am hi\u1ec3u v\u1ec1 m\u1ed9t ng\u00e0nh ngh\u1ec1 kinh doanh nh\u1ea5t \u0111\u1ecbnh, n\u1ebfu kh\u00f4ng c\u00f3 kinh nghi\u1ec7m, c\u00f3 th\u1ec3 t\u00ecm c\u00e1c v\u1ecb tr\u00ed \u0111\u1ec3 th\u1ef1c t\u1eadp<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">V\u1ecb tr\u00ed n\u00e0y c\u00f3 th\u1ec3 l\u00e0 v\u1ecb tr\u00ed b\u1eaft \u0111\u1ea7u t\u1ed1t nh\u1ea5t cho h\u00e0nh tr\u00ecnh h\u1ecdc h\u1ecfi v\u1ec1 ng\u00e0nh d\u1eef li\u1ec7u v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/span><\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-m\u1ee9c-l\u01b0\u01a1ng-data-analyst\"><span style=\"font-weight: 400;\"><strong>M\u1ee9c l\u01b0\u01a1ng Data Analyst<\/strong><\/span><\/h4>\n\n\n\n<p><span style=\"font-weight: 400;\">V\u00ec v\u1ecb tr\u00ed n\u00e0y r\u1ea5t ph\u1ed5 bi\u1ebfn tr\u00ean th\u1ecb tr\u01b0\u1eddng n\u00ean c\u00f3 d\u1ea3i l\u01b0\u01a1ng tr\u1ea3i r\u1ed9ng. Theo <span style=\"font-weight: 400;\"><strong><a href=\"https:\/\/itviec.com\/bao-cao\/luong-it-va-thi-truong-tuyen-dung-it-vietnam\" target=\"_blank\" rel=\"noreferrer noopener\">B\u00e1o C\u00e1o L\u01b0\u01a1ng &amp; Th\u1ecb Tr\u01b0\u1eddng Tuy\u1ec3n D\u1ee5ng IT 2024-2025<\/a><\/strong><\/span>, m\u1ee9c l\u01b0\u01a1ng c\u1ee7a Data Analyst t\u00f9y thu\u1ed9c v\u00e0o s\u1ed1 n\u0103m kinh nghi\u1ec7m v\u00e0 m\u1ee9c \u0111\u1ed9 chuy\u00ean m\u00f4n. Chi ti\u1ebft nh\u01b0 sau:<\/span><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>Kho\u1ea3ng n\u0103m kinh nghi\u1ec7m<\/strong><\/td><td><strong>M\u1ee9c l\u01b0\u01a1ng Data Analyst trung v\u1ecb<\/strong> (\u0110\u01a1n v\u1ecb: \u0110\u1ed3ng\/ th\u00e1ng)<\/td><\/tr><tr><td>&lt;1 n\u0103m<\/td><td>16.400.000<\/td><\/tr><tr><td>1-2 n\u0103m<\/td><td>22.350.000<\/td><\/tr><tr><td>3-4 n\u0103m<\/td><td>30.400.000<\/td><\/tr><tr><td>5-8 n\u0103m<\/td><td>68.450.000<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-chuyen-vien-phan-tich-kinh-doanh-business-intelligence\"><b>Chuy\u00ean vi\u00ean Ph\u00e2n t\u00edch Kinh doanh (Business Intelligence)<\/b><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-trach-nhi\u1ec7m-5\"><strong>Tr\u00e1ch nhi\u1ec7m<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><span style=\"font-weight: 400;\">T\u1ea1o v\u00e0 qu\u1ea3n l\u00fd c\u00e1c c\u00f4ng c\u1ee5 v\u00e0 h\u1ec7 th\u1ed1ng BI<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">Chuy\u1ec3n \u0111\u1ed5i d\u1eef li\u1ec7u th\u00f4 th\u00e0nh c\u00e1c th\u00f4ng tin kinh doanh c\u00f3 \u00fd ngh\u0129a th\u00f4ng qua c\u00e1c b\u1ea3ng \u0111i\u1ec1u khi\u1ec3n v\u00e0 b\u00e1o c\u00e1o t\u01b0\u01a1ng t\u00e1c<\/span><\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-k\u1ef9-nang-5\"><strong>K\u1ef9 n\u0103ng<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><span style=\"font-weight: 400;\">Th\u00e0nh th\u1ea1o c\u00e1c c\u00f4ng c\u1ee5 BI (Power BI, Tableau), SQL<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">Hi\u1ec3u bi\u1ebft s\u00e2u s\u1eafc v\u1ec1 ho\u1ea1t \u0111\u1ed9ng v\u00e0 ch\u1ec9 s\u1ed1 kinh doanh<\/span><\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-kinh-nghi\u1ec7m-6\"><strong>Kinh nghi\u1ec7m<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><span style=\"font-weight: 400;\">C\u00f3 am hi\u1ec3u v\u1ec1 ng\u00e0nh ngh\u1ec1 kinh doanh<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">V\u1ecb tr\u00ed n\u00e0y th\u01b0\u1eddng d\u00e0nh cho nh\u1eefng ng\u01b0\u1eddi \u0111\u00e3 c\u00f3 kinh nghi\u1ec7m \u1edf c\u00e1c v\u1ecb tr\u00ed nh\u01b0 Marketing, Sales, Operation,&#8230;&nbsp; mu\u1ed1n chuy\u1ec3n sang l\u00e0m data<\/span><\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-m\u1ee9c-l\u01b0\u01a1ng-bi-analyst\"><span style=\"font-weight: 400;\"><strong>M\u1ee9c l\u01b0\u01a1ng BI Analyst<\/strong><\/span><\/h4>\n\n\n\n<p><span style=\"font-weight: 400;\">C\u0169ng theo B\u00e1o c\u00e1o c\u1ee7a ITviec, v\u1ecb tr\u00ed n\u00e0y c\u00f3 d\u1ea3i l\u01b0\u01a1ng t\u01b0\u01a1ng t\u1ef1 nh\u01b0 Data Analyst.&nbsp;<\/span><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-k\u1ef9-s\u01b0-d\u1eef-li\u1ec7u-data-engineer\"><b>K\u1ef9 S\u01b0 D\u1eef Li\u1ec7u (Data Engineer)<\/b><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-trach-nhi\u1ec7m-6\"><strong>Tr\u00e1ch nhi\u1ec7m<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><span style=\"font-weight: 400;\">Ph\u00e1t tri\u1ec3n v\u00e0 duy tr\u00ec c\u00e1c \u0111\u01b0\u1eddng \u1ed1ng v\u00e0 ki\u1ebfn tr\u00fac d\u1eef li\u1ec7u \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o d\u00f2ng ch\u1ea3y v\u00e0 kh\u1ea3 n\u0103ng truy c\u1eadp d\u1eef li\u1ec7u m\u01b0\u1ee3t m\u00e0 cho vi\u1ec7c ph\u00e2n t\u00edch<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">T\u1eadp trung v\u00e0o kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng v\u00e0 hi\u1ec7u qu\u1ea3 c\u1ee7a h\u1ec7 th\u1ed1ng l\u01b0u tr\u1eef v\u00e0 x\u1eed l\u00fd d\u1eef li\u1ec7u<\/span><\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-k\u1ef9-nang-6\"><strong>K\u1ef9 n\u0103ng<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><span style=\"font-weight: 400;\">Chuy\u00ean m\u00f4n v\u1ec1 SQL, quy tr\u00ecnh ETL, c\u00f4ng ngh\u1ec7 d\u1eef li\u1ec7u l\u1edbn (Hadoop, Spark)<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">Hi\u1ec3u bi\u1ebft s\u00e2u s\u1eafc v\u1ec1 c\u00e1c n\u1ec1n t\u1ea3ng \u0111\u00e1m m\u00e2y (AWS, Azure)<\/span><\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-kinh-nghi\u1ec7m-7\"><strong>Kinh nghi\u1ec7m<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><span style=\"font-weight: 400;\">V\u1ecb tr\u00ed n\u00e0y t\u1ea1i Vi\u1ec7t Nam th\u01b0\u1eddng y\u00eau c\u1ea7u \u0111\u00e3 c\u00f3 kinh nghi\u1ec7m v\u00e0 ki\u1ebfn th\u1ee9c v\u1ec1 ph\u00e1t tri\u1ec3n s\u1ea3n ph\u1ea9m, x\u1eed l\u00fd d\u1eef li\u1ec7u b\u1eb1ng m\u00e1y t\u00ednh, v\u00ed d\u1ee5 nh\u01b0 c\u00e1c l\u1eadp tr\u00ecnh vi\u00ean mu\u1ed1n chuy\u1ec3n qua l\u00e0m vi\u1ec7c v\u1edbi data.<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">Kh\u00f4ng ph\u00f9 h\u1ee3p cho th\u1ef1c t\u1eadp sinh v\u00e0 nh\u1eefng ng\u01b0\u1eddi ho\u00e0n to\u00e0n m\u1edbi.<\/span><\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-m\u1ee9c-l\u01b0\u01a1ng-data-engineer\"><span style=\"font-weight: 400;\"><strong>M\u1ee9c l\u01b0\u01a1ng Data Engineer<\/strong><\/span><\/h4>\n\n\n\n<p><span style=\"font-weight: 400;\">V\u1ecb tr\u00ed n\u00e0y c\u00f3 d\u1ea3i l\u01b0\u01a1ng t\u01b0\u01a1ng t\u1ef1 nh\u01b0 Data Analyst v\u00e0 t\u00f9y thu\u1ed9c v\u00e0o s\u1ed1 n\u0103m kinh nghi\u1ec7m c\u0169ng nh\u01b0 m\u1ee9c \u0111\u1ed9 chuy\u00ean m\u00f4n, nh\u01b0ng th\u00f4ng th\u01b0\u1eddng s\u1ebd \u0111\u01b0\u1ee3c tr\u1ea3 l\u01b0\u01a1ng th\u1ea5p h\u01a1n Data Analyst, tuy kh\u00f4ng \u0111\u00e1ng k\u1ec3, v\u00ec y\u00eau c\u1ea7u k\u1ef9 n\u0103ng v\u1ec1 m\u1eb7t k\u1ef9 thu\u1eadt \u00edt h\u01a1n.&nbsp;<\/span><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>Kho\u1ea3ng n\u0103m kinh nghi\u1ec7m<\/strong><\/td><td><strong>M\u1ee9c l\u01b0\u01a1ng Data Engineer trung v\u1ecb<\/strong> (\u0110\u01a1n v\u1ecb: \u0110\u1ed3ng\/ th\u00e1ng)<\/td><\/tr><tr><td>1-2 n\u0103m<\/td><td>17.800.000<\/td><\/tr><tr><td>3-4 n\u0103m<\/td><td>30.100.000<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-chuyen-vien-khoa-h\u1ecdc-d\u1eef-li\u1ec7u-data-scientist\"><b>Chuy\u00ean vi\u00ean Khoa h\u1ecdc D\u1eef li\u1ec7u (Data Scientist)<\/b><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-trach-nhi\u1ec7m-7\"><strong>Tr\u00e1ch nhi\u1ec7m<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><span style=\"font-weight: 400;\">Ph\u00e2n t\u00edch c\u00e1c t\u1eadp d\u1eef li\u1ec7u l\u1edbn \u0111\u1ec3 kh\u00e1m ph\u00e1 c\u00e1c m\u1eabu, xu h\u01b0\u1edbng v\u00e0 th\u00f4ng tin chi ti\u1ebft<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">Ph\u00e1t tri\u1ec3n c\u00e1c m\u00f4 h\u00ecnh d\u1ef1 \u0111o\u00e1n v\u00e0 th\u1ef1c hi\u1ec7n ph\u00e2n t\u00edch th\u1ed1ng k\u00ea \u0111\u1ec3 h\u1ed7 tr\u1ee3 qu\u00e1 tr\u00ecnh ra quy\u1ebft \u0111\u1ecbnh<\/span><\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-k\u1ef9-nang-7\"><strong>K\u1ef9 n\u0103ng<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><span style=\"font-weight: 400;\">N\u1ec1n t\u1ea3ng v\u1eefng ch\u1eafc v\u1ec1 th\u1ed1ng k\u00ea<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">L\u1eadp tr\u00ecnh (Python, R)<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">H\u1ecdc m\u00e1y, x\u1eed l\u00fd d\u1eef li\u1ec7u, v\u00e0 tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u<\/span><\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-kinh-nghi\u1ec7m-8\"><strong>Kinh nghi\u1ec7m<\/strong><\/h4>\n\n\n\n<p><span style=\"font-weight: 400;\">C\u00f3 2 con \u0111\u01b0\u1eddng \u0111\u1ec3 tr\u1edf th\u00e0nh Chuy\u00ean vi\u00ean Khoa h\u1ecdc D\u1eef li\u1ec7u:<\/span><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><span style=\"font-weight: 400;\">M\u1ed9t l\u00e0 c\u00f3 tr\u00ecnh \u0111\u1ed9 h\u1ecdc v\u1ea5n ph\u00f9 h\u1ee3p, c\u00f3 b\u1eb1ng th\u1ea1c s\u0129 v\u00e0 ti\u1ebfn s\u0129 trong ng\u00e0nh khoa h\u1ecdc d\u1eef li\u1ec7u ho\u1eb7c AI.<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">Hai l\u00e0 c\u00f3 nhi\u1ec1u n\u0103m l\u00e0m vi\u1ec7c \u1edf v\u1ecb tr\u00ed Chuy\u00ean vi\u00ean Ph\u00e2n t\u00edch D\u1eef li\u1ec7u ho\u1eb7c K\u1ef9 s\u01b0 D\u1eef li\u1ec7u v\u00e0 c\u00f3 nh\u1eefng k\u1ef9 n\u0103ng v\u00e0 ki\u1ebfn th\u1ee9c ph\u00f9 h\u1ee3p c\u00f3 th\u1ec3 th\u0103ng ti\u1ebfn l\u00ean l\u00e0m Chuy\u00ean vi\u00ean Khoa h\u1ecdc D\u1eef li\u1ec7u.<\/span><\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-m\u1ee9c-l\u01b0\u01a1ng-data-scientist\"><span style=\"font-weight: 400;\"><strong>M\u1ee9c l\u01b0\u01a1ng Data Scientist<\/strong><\/span><\/h4>\n\n\n\n<p><span style=\"font-weight: 400;\">V\u1ecb tr\u00ed n\u00e0y d\u00e0nh cho nh\u1eefng chuy\u00ean vi\u00ean ho\u1eb7c k\u1ef9 s\u01b0 c\u00f3 t\u1eeb 3-4 n\u0103m kinh nghi\u1ec7m tr\u1edf l\u00ean mu\u1ed1n chuy\u1ec3n \u0111\u1ed5i tr\u00e1ch nhi\u1ec7m c\u00f4ng vi\u1ec7c, n\u00ean m\u1ee9c l\u01b0\u01a1ng kh\u1edfi \u0111i\u1ec3m s\u1ebd kh\u00e1 cao, dao \u0111\u1ed9ng t\u1eeb 34-44+ tri\u1ec7u \u0111\u1ed3ng\/ th\u00e1ng.<\/span><\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><em>\u0110\u1ecdc chi ti\u1ebft: <a href=\"https:\/\/itviec.com\/blog\/luong-data-scientist\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>L\u01b0\u01a1ng Data Scientist Vi\u1ec7t Nam cao kh\u00f4ng? Ph\u1ee5 thu\u1ed9c y\u1ebfu t\u1ed1 n\u00e0o?<\/strong><\/a><\/em><\/p>\n<\/blockquote>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-k\u1ef9-s\u01b0-h\u1ecdc-may-ml-engineer\"><b>K\u1ef9 S\u01b0 H\u1ecdc M\u00e1y (ML Engineer)<\/b><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-trach-nhi\u1ec7m-8\"><strong>Tr\u00e1ch nhi\u1ec7m<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><span style=\"font-weight: 400;\">Thi\u1ebft k\u1ebf, x\u00e2y d\u1ef1ng, v\u00e0 tri\u1ec3n khai c\u00e1c m\u00f4 h\u00ecnh h\u1ecdc m\u00e1y<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">L\u00e0m vi\u1ec7c ch\u1eb7t ch\u1ebd v\u1edbi c\u00e1c nh\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u \u0111\u1ec3 tri\u1ec3n khai c\u00e1c thu\u1eadt to\u00e1n c\u00f3 th\u1ec3 h\u1ecdc v\u00e0 \u0111\u01b0a ra d\u1ef1 \u0111o\u00e1n<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">V\u1ecb tr\u00ed n\u00e0y s\u1ebd c\u1ea7n \u1ee9ng d\u1ee5ng m\u1ed9t s\u1ed1 lo\u1ea1i tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o h\u1eb9p (Artificial Narrow Intelligence \u2013 ANI) hu\u1ea5n luy\u1ec7n theo ph\u01b0\u01a1ng ph\u00e1p h\u1ecdc m\u00e1y \u0111\u1ec3 gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1<\/span><\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-k\u1ef9-nang-8\"><strong>K\u1ef9 n\u0103ng<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><span style=\"font-weight: 400;\">K\u1ef9 n\u0103ng l\u1eadp tr\u00ecnh m\u1ea1nh (Python, Java)<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">Ki\u1ebfn th\u1ee9c v\u1ec1 c\u00e1c khung h\u1ecdc m\u00e1y (TensorFlow, PyTorch)<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">Kinh nghi\u1ec7m v\u1edbi ti\u1ec1n x\u1eed l\u00fd d\u1eef li\u1ec7u v\u00e0 t\u1ea1o \u0111\u1eb7c tr\u01b0ng<\/span><\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-kinh-nghi\u1ec7m-9\"><span style=\"font-weight: 400;\"><strong>Kinh nghi\u1ec7m<\/strong><\/span><\/h4>\n\n\n\n<p><span style=\"font-weight: 400;\">V\u1ecb tr\u00ed n\u00e0y c\u00f3 nhu c\u1ea7u tuy\u1ec3n d\u1ee5ng cao trong c\u00e1c l\u0129nh v\u1ef1c n\u1eb7ng v\u1ec1 v\u1eadn h\u00e0nh nh\u01b0 t\u00e0i ch\u00ednh hay s\u1ea3n xu\u1ea5t, y\u00eau c\u1ea7u t\u01b0\u01a1ng t\u1ef1 nh\u01b0 Chuy\u00ean vi\u00ean Khoa h\u1ecdc D\u1eef li\u1ec7u.&nbsp;<\/span><\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-m\u1ee9c-l\u01b0\u01a1ng-3\"><span style=\"font-weight: 400;\"><strong>M\u1ee9c l\u01b0\u01a1ng<\/strong><\/span><\/h4>\n\n\n\n<p><span style=\"font-weight: 400;\">34 tri\u1ec7u VND \u0111\u1ebfn 44+ tri\u1ec7u VND m\u1ed7i th\u00e1ng.<\/span><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-ti\u1ec1m-nang-c\u1ee7a-nganh-tri-tu\u1ec7-nhan-t\u1ea1o\"><span class=\"ez-toc-section\" id=\"Tiem_nang_cua_nganh_tri_tue_nhan_tao\"><\/span><b>Ti\u1ec1m n\u0103ng c\u1ee7a ng\u00e0nh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><span style=\"font-weight: 400;\">Data Science l\u00e0 m\u1ed9t ng\u00e0nh \u0111\u00e3 t\u1ed3n t\u1ea1i r\u1ea5t l\u00e2u t\u1eeb khi con ng\u01b0\u1eddi d\u00f9ng d\u1eef li\u1ec7u \u0111\u1ec3 t\u00ecm ra ki\u1ebfn th\u1ee9c m\u1edbi v\u00e0 \u0111\u01b0a ra c\u00e1c quy\u1ebft \u0111\u1ecbnh quan tr\u1ecdng, cho n\u00ean nhu c\u1ea7u tuy\u1ec3n d\u1ee5ng c\u1ee7a c\u00e1c v\u1ecb tr\u00ed Data Science kh\u00e1 \u1ed5n \u0111\u1ecbnh.<\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400;\">C\u00f2n AI l\u00e0 m\u1ed9t hi\u1ec7n t\u01b0\u1ee3ng m\u1edbi n\u1ed5i g\u1ea7n \u0111\u00e2y, c\u00e1c v\u1ecb tr\u00ed thu\u1ed9c ng\u00e0nh n\u00e0y ch\u01b0a ph\u1ed5 bi\u1ebfn, v\u00e0 th\u1ecb tr\u01b0\u1eddng lao \u0111\u1ed9ng ng\u00e0nh AI c\u00f3 b\u1ec1n v\u1eefng hay kh\u00f4ng v\u1eabn c\u00f2n l\u00e0 m\u1ed9t v\u1ea5n \u0111\u1ec1 g\u00e2y tranh c\u00e3i.<\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400;\">V\u1eady \u0111\u1ec3 c\u00f3 th\u00eam th\u00f4ng tin \u0111\u1ec3 thi\u1ebft k\u1ebf m\u1ed9t con \u0111\u01b0\u1eddng s\u1ef1 nghi\u1ec7p \u0111\u1ee7 t\u1ed1t trong ng\u00e0nh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o ch\u00fang ta h\u00e3y c\u00f9ng xem x\u00e9t c\u00e1c y\u1ebfu t\u1ed1 kh\u00e1ch quan nh\u01b0:<\/span><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><span style=\"font-weight: 400;\">C\u01a1 h\u1ed9i vi\u1ec7c l\u00e0m trong ng\u00e0nh khoa h\u1ecdc d\u1eef li\u1ec7u c\u00f3 c\u00f2n cao?<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">K\u1ef3 v\u1ecdng v\u1ec1 n\u0103ng l\u1ef1c c\u1ee7a chuy\u00ean gia IT trong k\u1ef7 nguy\u00ean AI l\u00e0 g\u00ec?<\/span><\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-c\u01a1-h\u1ed9i-vi\u1ec7c-lam-trong-nganh-khoa-h\u1ecdc-d\u1eef-li\u1ec7u-co-con-cao\"><b>C\u01a1 h\u1ed9i vi\u1ec7c l\u00e0m trong ng\u00e0nh khoa h\u1ecdc d\u1eef li\u1ec7u c\u00f3 c\u00f2n cao?<\/b><\/h3>\n\n\n\n<p><span style=\"font-weight: 400;\">Sau nh\u1eefng \u0111\u1ee3t sa th\u1ea3i h\u00e0ng lo\u1ea1t trong ng\u00e0nh c\u00f4ng ngh\u1ec7 v\u00e0 s\u1ef1 b\u00f9ng n\u1ed5 c\u1ee7a c\u00e1c n\u1ec1n t\u1ea3ng nh\u01b0 ChatGPT, c\u00e2u h\u1ecfi v\u1ec1 \u1ea3nh h\u01b0\u1edfng c\u1ee7a AI \u0111\u1ed1i v\u1edbi ng\u00e0nh c\u00f4ng ngh\u1ec7 n\u00f3i chung v\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u n\u00f3i ri\u00eang \u0111\u00e3 tr\u1edf n\u00ean c\u1ea5p b\u00e1ch, th\u00e1ch th\u1ee9c nhi\u1ec1u ng\u01b0\u1eddi c\u00f3 \u00fd \u0111\u1ecbnh tham gia th\u1ecb tr\u01b0\u1eddng c\u00f4ng ngh\u1ec7, tr\u1edf th\u00e0nh l\u1eadp tr\u00ecnh vi\u00ean ho\u1eb7c chuy\u00ean vi\u00ean d\u1eef li\u1ec7u.<\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400;\">Trong nh\u00f3m ng\u00e0nh khoa h\u1ecdc d\u1eef li\u1ec7u n\u00f3i ri\u00eang, c\u00f3 nhi\u1ec1u v\u1ecb tr\u00ed s\u1ebd gi\u1ea3m nhu c\u1ea7u tuy\u1ec3n d\u1ee5ng nh\u01b0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u, k\u1ef9 s\u01b0 d\u1eef li\u1ec7u. Ng\u01b0\u1ee3c l\u1ea1i, m\u1ed9t v\u00e0i v\u1ecb tr\u00ed s\u1ebd t\u0103ng nhu c\u1ea7u tuy\u1ec3n d\u1ee5ng nh\u01b0 c\u00e1c v\u1ecb tr\u00ed k\u1ef9 s\u01b0 LLMs. \u0110i\u1ec1u t\u01b0\u01a1ng t\u1ef1 n\u00e0y c\u0169ng \u0111ang x\u1ea3y ra v\u1edbi ng\u00e0nh c\u00f4ng ngh\u1ec7 n\u00f3i chung, c\u00f3 c\u00e1c v\u1ecb tr\u00ed s\u1ebd b\u1ecb \u1ea3nh h\u01b0\u1edfng ti\u00eau c\u1ef1c nh\u01b0 c\u00e1c l\u1eadp tr\u00ecnh vi\u00ean junior s\u1ebd d\u1ec5 d\u00e0ng b\u1ecb AI thay th\u1ebf, nh\u01b0ng m\u1ed9t s\u1ed1 v\u1ecb tr\u00ed s\u1ebd \u0111\u01b0\u1ee3c h\u01b0\u1edfng l\u1ee3i nh\u01b0 c\u00e1c l\u1eadp tr\u00ecnh vi\u00ean Cloud, v\u00ec AI \u0111\u01b0\u1ee3c cung c\u1ea5p th\u00f4ng qua Cloud.&nbsp;<\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400;\">Nh\u01b0ng nh\u00ecn chung, nhu c\u1ea7u tuy\u1ec3n d\u1ee5ng nh\u1eefng ng\u01b0\u1eddi c\u00f3 k\u1ef9 n\u0103ng trong khoa h\u1ecdc d\u1eef li\u1ec7u v\u1eabn \u0111ang \u1ed5n \u0111\u1ecbnh so v\u1edbi c\u00e1c nh\u00f3m ng\u00e0nh c\u00f4ng ngh\u1ec7 kh\u00e1c nh\u01b0 ph\u00e1t tri\u1ec3n s\u1ea3n ph\u1ea9m, hay l\u1eadp tr\u00ecnh nh\u00fang. Theo <\/span><a href=\"https:\/\/365datascience.com\/trending\/who-was-affected-by-the-2022-2023-tech-layoffs\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">b\u00e1o c\u00e1o c\u1ee7a 365datascience<\/span><\/a><span style=\"font-weight: 400;\"> v\u1ec1 c\u00e1c \u0111\u1ee3t sa th\u1ea3i trong ng\u00e0nh c\u00f4ng ngh\u1ec7 n\u0103m 2023 cho th\u1ea5y, c\u00e1c nh\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u ch\u1ec9 chi\u1ebfm 3% trong s\u1ed1 nh\u1eefng ng\u01b0\u1eddi b\u1ecb sa th\u1ea3i b\u1edfi c\u00e1c c\u00f4ng ty c\u00f4ng ngh\u1ec7 l\u1edbn.<\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400;\">Ng\u01b0\u1ee3c l\u1ea1i, c\u00e1c nh\u00e2n vi\u00ean c\u00f4ng ngh\u1ec7 kh\u00e1c &#8211; nh\u01b0 k\u1ef9 s\u01b0 ph\u1ea7n m\u1ec1m &#8211; b\u1ecb \u1ea3nh h\u01b0\u1edfng nhi\u1ec1u h\u01a1n, chi\u1ebfm h\u01a1n 22% trong s\u1ed1 c\u00e1c \u0111\u1ee3t sa th\u1ea3i. Th\u1ed1ng k\u00ea n\u00e0y nh\u1ea5n m\u1ea1nh r\u1eb1ng c\u00e1c nh\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u \u0111\u00f3ng vai tr\u00f2 quan tr\u1ecdng trong s\u1ef1 ti\u1ebfn b\u1ed9 c\u00f4ng ngh\u1ec7 v\u00e0 kinh doanh, ngay c\u1ea3 trong b\u1ed1i c\u1ea3nh sa th\u1ea3i h\u00e0ng lo\u1ea1t.<\/span><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-k\u1ef3-v\u1ecdng-v\u1ec1-nang-l\u1ef1c-c\u1ee7a-chuyen-gia-it-trong-k\u1ef7-nguyen-ai-la-gi\"><b>K\u1ef3 v\u1ecdng v\u1ec1 n\u0103ng l\u1ef1c c\u1ee7a chuy\u00ean gia IT trong k\u1ef7 nguy\u00ean AI l\u00e0 g\u00ec?<\/b><\/h3>\n\n\n\n<p><span style=\"font-weight: 400;\">S\u1ef1 n\u1ed5i ti\u1ebfng ch\u01b0a t\u1eebng c\u00f3 c\u1ee7a ChatGPT \u0111\u00e3 d\u1eabn \u0111\u1ebfn s\u1ef1 \u0111\u1ed3ng thu\u1eadn c\u1ee7a t\u1ea5t c\u1ea3 chuy\u00ean gia r\u1eb1ng AI s\u1ebd kh\u00f4ng ch\u1ec9 l\u00e0 m\u1ed9t xu h\u01b0\u1edbng tho\u00e1ng qua m\u00e0 c\u00f2n l\u00e0 m\u1ed9t l\u1ef1c l\u01b0\u1ee3ng ch\u1ee7 \u0111\u1ea1o \u0111\u1ecbnh h\u00ecnh th\u1ecb tr\u01b0\u1eddng trong nhi\u1ec1u th\u1eadp k\u1ef7 t\u1edbi.&nbsp;<\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400;\">K\u1ef3 v\u1ecdng v\u1ec1 n\u0103ng l\u1ef1c v\u1edbi c\u00e1c nh\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 k\u1ef9 s\u01b0 AI \u0111ang t\u0103ng cao, t\u1ea1o n\u00ean m\u1ed9t r\u00e0o c\u1ea3n l\u1edbn cho ng\u01b0\u1eddi m\u1edbi gia nh\u1eadp. Nh\u01b0ng nh\u1eefng chuy\u00ean gia n\u00e0y m\u1ed9t khi \u0111\u00e3 c\u00f3 k\u1ef9 n\u0103ng s\u1ebd \u0111\u01b0\u1ee3c \u0111\u1ecbnh v\u1ecb t\u1ed1t nh\u1ea5t \u0111\u1ec3 th\u00e0nh c\u00f4ng trong k\u1ef7 nguy\u00ean do AI d\u1eabn d\u1eaft, gi\u00fap h\u1ecd tr\u1edf th\u00e0nh \u1ee9ng c\u1eed vi\u00ean h\u00e0ng \u0111\u1ea7u cho c\u00e1c vai tr\u00f2 li\u00ean quan \u0111\u1ebfn AI \u0111\u01b0\u1ee3c c\u00e1c doanh nghi\u1ec7p v\u00e0 t\u1eadp \u0111o\u00e0n s\u0103n \u0111\u00f3n.<\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400;\">Thay v\u00ec n\u00f3i, AI l\u00e0m cho l\u0129nh v\u1ef1c c\u00f4ng ngh\u1ec7 n\u00f3i chung v\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u n\u00f3i ri\u00eang tr\u1edf n\u00ean l\u1ed7i th\u1eddi v\u00e0 \u00edt h\u1ea5p d\u1eabn h\u01a1n, th\u1ef1c t\u1ebf l\u00e0 khi AI xu\u1ea5t hi\u1ec7n, ng\u01b0\u1eddi ta m\u1edbi th\u1ef1c s\u1ef1 \u0111\u1ec3 m\u1eaft \u0111\u1ebfn t\u1ea7m quan tr\u1ecdng c\u1ee7a t\u01b0 duy v\u1ec1 l\u1eadp tr\u00ecnh v\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u. Th\u00e0nh th\u1ea1o trong c\u00e1c l\u0129nh v\u1ef1c nh\u01b0 th\u1ed1ng k\u00ea, x\u00e1c su\u1ea5t, Python, APIs, h\u1ecdc m\u00e1y (machine learning) c\u0169ng nh\u01b0 h\u1ecdc s\u00e2u (deep learning) h\u00ecnh th\u00e0nh n\u00ean n\u1ec1n t\u1ea3ng c\u1ed1t l\u00f5i c\u1ea7n thi\u1ebft \u0111\u1ec3 hi\u1ec3u, ph\u00e1t tri\u1ec3n v\u00e0 \u0111\u01b0a ra c\u00e1c gi\u1ea3i ph\u00e1p m\u1edbi s\u00e1ng t\u1ea1o trong c\u00e1c d\u1ef1 \u00e1n AI.<\/span><\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-cau-h\u1ecfi-th\u01b0\u1eddng-g\u1eb7p-v\u1ec1-l\u01b0\u01a1ng-nganh-tri-tu\u1ec7-nhan-t\u1ea1o\"><span class=\"ez-toc-section\" id=\"Cau_hoi_thuong_gap_ve_luong_nganh_tri_tue_nhan_tao\"><\/span><b>C\u00e2u h\u1ecfi th\u01b0\u1eddng g\u1eb7p v\u1ec1 l\u01b0\u01a1ng ng\u00e0nh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-ai-hay-khoa-h\u1ecdc-d\u1eef-li\u1ec7u-kho-h\u01a1n-nbsp\"><b>AI hay khoa h\u1ecdc d\u1eef li\u1ec7u kh\u00f3 h\u01a1n?&nbsp;<\/b><\/h3>\n\n\n\n<p><span style=\"font-weight: 400;\">\u0110i\u1ec1u n\u00e0y ph\u1ee5 thu\u1ed9c v\u00e0o n\u0103ng khi\u1ebfu v\u00e0 n\u1ec1n t\u1ea3ng c\u1ee7a t\u1eebng ng\u01b0\u1eddi. AI th\u01b0\u1eddng y\u00eau c\u1ea7u hi\u1ec3u bi\u1ebft s\u00e2u s\u1eafc v\u1ec1 thu\u1eadt to\u00e1n, to\u00e1n h\u1ecdc v\u00e0 khoa h\u1ecdc m\u00e1y t\u00ednh. Ng\u01b0\u1ee3c l\u1ea1i, khoa h\u1ecdc d\u1eef li\u1ec7u c\u00f3 th\u1ec3 t\u1eadp trung nhi\u1ec1u h\u01a1n v\u00e0o th\u1ed1ng k\u00ea, ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u00e0 chuy\u00ean m\u00f4n trong l\u0129nh v\u1ef1c. <\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400;\">Nh\u01b0ng v\u00ec AI l\u00e0 m\u1ed9t nh\u00e1nh nh\u1ecf c\u1ee7a khoa h\u1ecdc d\u1eef li\u1ec7u, n\u00ean th\u00f4ng th\u01b0\u1eddng nh\u1eefng chuy\u00ean vi\u00ean v\u00e0 k\u1ef9 s\u01b0 th\u01b0\u1eddng ch\u1ecdn h\u1ecdc khoa h\u1ecdc d\u1eef li\u1ec7u tr\u01b0\u1edbc v\u00ec n\u00f3 s\u1ebd gi\u00fap hi\u1ec3u r\u00f5 ki\u1ebfn th\u1ee9c c\u0103n b\u1ea3n \u0111\u1ec3 ph\u00e1t tri\u1ec3n l\u00e2u d\u00e0i.<\/span><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-lam-th\u1ebf-nao-d\u1ec3-d\u01b0\u1ee3c-nh\u1eadn-m\u1ee9c-l\u01b0\u01a1ng-nganh-tri-tu\u1ec7-nhan-t\u1ea1o-cao\"><b>L\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 \u0111\u01b0\u1ee3c nh\u1eadn m\u1ee9c l\u01b0\u01a1ng ng\u00e0nh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o cao?<\/b><\/h3>\n\n\n\n<p><span style=\"font-weight: 400;\">\u0110\u1ea7u ti\u00ean b\u1ea1n n\u00ean c\u00f3 n\u1ec1n t\u1ea3ng v\u1eefng ch\u1eafc v\u1ec1 to\u00e0n b\u1ed9 ng\u00e0nh khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, sau \u0111\u00f3 b\u1ea1n n\u00ean b\u1ed5 sung c\u00e0ng nhi\u1ec1u ki\u1ebfn th\u1ee9c v\u1ec1 l\u0129nh v\u1ef1c b\u1ea1n \u0111ang l\u00e0m vi\u1ec7c c\u00e0ng t\u1ed1t, v\u00ed d\u1ee5 nh\u01b0 t\u00e0i ch\u00ednh, y t\u1ebf, c\u00f4ng ngh\u1ec7,&#8230;<\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400;\">Vi\u1ec7c n\u00e0y s\u1ebd gi\u00fap b\u1ea1n c\u00f3 nhi\u1ec1u v\u1ea5n \u0111\u1ec1 h\u01a1n \u0111\u1ec3 gi\u1ea3i quy\u1ebft, v\u00ec n\u1ebfu ki\u1ebfn th\u1ee9c c\u1ee7a b\u1ea1n gi\u1edbi h\u1ea1n, b\u1ea1n s\u1ebd l\u00e0 ng\u01b0\u1eddi th\u1ef1c thi m\u1ed9t gi\u1ea3i ph\u00e1p l\u1eb7p \u0111i l\u1eb7p l\u1ea1i, v\u00ed d\u1ee5 nh\u01b0 ph\u00e2n t\u00edch hay l\u1eadp tr\u00ecnh d\u1eef li\u1ec7u, t\u1eeb \u0111\u00f3 b\u1ea1n b\u1ecb h\u1ea1n ch\u1ebf tham gia v\u00e0o c\u00e1c d\u1ef1 \u00e1n l\u1edbn \u0111a d\u1ea1ng v\u00e0 ph\u1ee9c t\u1ea1p h\u01a1n, v\u00e0 b\u1ea1n s\u1ebd kh\u00f3 h\u01a1n \u0111\u1ec3 tr\u1edf th\u00e0nh m\u1ed9t chuy\u00ean gia khoa h\u1ecdc d\u1eef li\u1ec7u ho\u1eb7c AI c\u1ea5p cao.&nbsp;<\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400;\">B\u1ea1n n\u00ean t\u1eadn d\u1ee5ng \u01b0u th\u1ebf c\u00f3 s\u1eb5n:&nbsp;<\/span><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><span style=\"font-weight: 400;\">N\u1ebfu b\u1ea1n l\u00e0 m\u1ed9t l\u1eadp tr\u00ecnh vi\u00ean, h\u00e3y th\u1eed t\u1ea1o ra m\u1ed9t \u1ee9ng d\u1ee5ng AI.<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">N\u1ebfu b\u1ea1n l\u00e0 m\u1ed9t&nbsp; IT Security h\u00e3y h\u1ecdc v\u1ec1 AI Security v\u00e0 tham gia c\u00e1c d\u1ef1 \u00e1n li\u00ean quan.<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">N\u1ebfu b\u1ea1n l\u00e0 m\u1ed9t DevOps h\u00e3y h\u1ecdc v\u1ec1 AIOps.<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">N\u1ebfu b\u1ea1n l\u00e0 m\u1ed9t ng\u01b0\u1eddi l\u00e0m Sales ho\u1eb7c Marketing h\u00e3y h\u1ecdc c\u00e1ch \u1ee9ng d\u1ee5ng AI v\u00e0o t\u1ed1i \u01b0u c\u00f4ng vi\u1ec7c c\u1ee7a b\u1ea1n.&nbsp;<\/span><\/li>\n<\/ul>\n\n\n\n<p><span style=\"font-weight: 400;\">AI l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5, c\u00f3 th\u1ec3 \u1ee9ng d\u1ee5ng cho t\u1ea5t c\u1ea3 c\u00e1c ng\u00e0nh ngh\u1ec1 \u0111\u1ec3 t\u1ed1i \u01b0u hi\u1ec7u su\u1ea5t v\u00e0 t\u1eeb \u0111\u00f3 t\u0103ng thu nh\u1eadp.<\/span><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-linh-v\u1ef1c-nao-tr\u1ea3-l\u01b0\u01a1ng-t\u1ed1t-h\u01a1n-ai-hay-cong-ngh\u1ec7-thong-tin\"><b>L\u0129nh v\u1ef1c n\u00e0o tr\u1ea3 l\u01b0\u01a1ng t\u1ed1t h\u01a1n, AI hay c\u00f4ng ngh\u1ec7 th\u00f4ng tin?<\/b><\/h3>\n\n\n\n<p><span style=\"font-weight: 400;\">Nh\u00ecn chung, m\u1ee9c l\u01b0\u01a1ng trung b\u00ecnh c\u1ee7a chuy\u00ean gia AI cao h\u01a1n so v\u1edbi to\u00e0n ng\u00e0nh CNTT, do ng\u00e0nh CNTT n\u00f3i chung v\u1eabn c\u00f3 nh\u1eefng v\u1ecb tr\u00ed junior, c\u00f2n ng\u00e0nh AI th\u01b0\u1eddng tuy\u1ec3n c\u00e1c v\u1ecb tr\u00ed senior v\u00e0 c\u00f3 \u0111\u1ed9 kh\u00f3 v\u1ec1 chuy\u00ean m\u00f4n cao. Tuy v\u1eady, c\u1ea3 AI v\u00e0 CNTT \u0111\u1ec1u l\u00e0 nh\u1eefng ng\u00e0nh \u0111ang ph\u00e1t tri\u1ec3n m\u1ea1nh m\u1ebd v\u1edbi nhi\u1ec1u c\u01a1 h\u1ed9i vi\u1ec7c l\u00e0m kh\u00e1c nhau. Quy\u1ebft \u0111\u1ecbnh l\u1ef1a ch\u1ecdn ph\u00e1t tri\u1ec3n theo h\u01b0\u1edbng n\u00e0o c\u00f2n t\u00f9y thu\u1ed9c v\u00e0o s\u1edf th\u00edch, k\u1ef9 n\u0103ng v\u00e0 tham v\u1ecdng ngh\u1ec1 nghi\u1ec7p c\u1ee7a m\u1ed7i ng\u01b0\u1eddi.<\/span><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-linh-v\u1ef1c-nao-co-ti\u1ec1m-nang-thu-nh\u1eadp-cao-h\u01a1n-ai-hay-khoa-h\u1ecdc-d\u1eef-li\u1ec7u\"><b>L\u0129nh v\u1ef1c n\u00e0o c\u00f3 ti\u1ec1m n\u0103ng thu nh\u1eadp cao h\u01a1n, AI hay khoa h\u1ecdc d\u1eef li\u1ec7u?<\/b><\/h3>\n\n\n\n<p><span style=\"font-weight: 400;\">C\u1ea3 hai l\u0129nh v\u1ef1c \u0111\u1ec1u n\u1eb1m trong s\u1ed1 nh\u1eefng ng\u00e0nh c\u00f3 m\u1ee9c l\u01b0\u01a1ng cao nh\u1ea5t trong ng\u00e0nh c\u00f4ng ngh\u1ec7. Tuy nhi\u00ean, c\u00e1c k\u1ef9 s\u01b0 AI c\u00f3 m\u1ee9c l\u01b0\u01a1ng trung b\u00ecnh cao h\u01a1n so v\u1edbi c\u00e1c nh\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u do t\u00ednh ph\u1ee9c t\u1ea1p c\u1ee7a c\u00f4ng vi\u1ec7c.&nbsp;<\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400;\">Theo d\u1eef li\u1ec7u t\u1ea1i M\u1ef9 n\u0103m 2022, m\u1ee9c l\u01b0\u01a1ng trung b\u00ecnh h\u00e0ng n\u0103m cho:<\/span><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><span style=\"font-weight: 400;\">&nbsp;Chuy\u00ean vi\u00ean\/ k\u1ef9 s\u01b0 khoa h\u1ecdc d\u1eef li\u1ec7u trung b\u00ecnh kho\u1ea3ng 98.000 USD \/ n\u0103m<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">&nbsp;Chuy\u00ean vi\u00ean\/ k\u1ef9 s\u01b0 AI trung b\u00ecnh 137.000 USD \/ n\u0103m<\/span><\/li>\n<\/ul>\n\n\n\n<p><span style=\"font-weight: 400;\">T\u1ea1i Vi\u1ec7t Nam, m\u1ee9c ch\u00eanh l\u1ec7ch c\u1ee7a 2 nh\u00f3m ng\u00e0nh n\u00e0y l\u00e0 kh\u00f4ng cao, v\u00ec c\u00e1c v\u1ecb tr\u00ed chuy\u00ean s\u00e2u li\u00ean quan \u0111\u1ebfn khoa h\u1ecdc d\u1eef li\u1ec7u c\u0169ng nh\u01b0 c\u00e1c v\u1ecb tr\u00ed \u0111\u1eb7c th\u00f9 li\u00ean quan \u0111\u1ebfn AI v\u1eabn c\u00f2n ch\u01b0a ph\u1ed5 bi\u1ebfn.<\/span><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-toi-co-th\u1ec3-h\u1ecdc-ai-trong-bao-lau\"><b>T\u00f4i c\u00f3 th\u1ec3 h\u1ecdc AI trong bao l\u00e2u?<\/b><\/h3>\n\n\n\n<p><span style=\"font-weight: 400;\">\u0110\u1ed1i v\u1edbi ng\u01b0\u1eddi \u0111\u00e3 c\u00f3 ki\u1ebfn th\u1ee9c n\u1ec1n t\u1ea3ng v\u1ec1 to\u00e1n h\u1ecdc v\u00e0 l\u1eadp tr\u00ecnh, c\u00f3 th\u1ec3 m\u1ea5t t\u1eeb \u200b\u200b6 \u0111\u1ebfn 12 th\u00e1ng h\u1ecdc t\u1eadp li\u00ean t\u1ee5c \u0111\u1ec3 ph\u00e1t tri\u1ec3n hi\u1ec3u bi\u1ebft c\u01a1 b\u1ea3n v\u1ec1 Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u00e0 l\u00e0m quen v\u1edbi c\u00e1c quy tr\u00ecnh h\u1ecdc m\u00e1y.<\/span><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-t\u1ed5ng-k\u1ebft-v\u1ec1-l\u01b0\u01a1ng-nganh-tri-tu\u1ec7-nhan-t\u1ea1o\"><span class=\"ez-toc-section\" id=\"Tong_ket_ve_luong_nganh_tri_tue_nhan_tao\"><\/span><strong>T\u1ed5ng k\u1ebft v\u1ec1 l\u01b0\u01a1ng ng\u00e0nh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><span style=\"font-weight: 400;\">Ng\u00e0nh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) v\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u \u0111ang ph\u00e1t tri\u1ec3n m\u1ea1nh m\u1ebd, m\u1edf ra nhi\u1ec1u c\u01a1 h\u1ed9i vi\u1ec7c l\u00e0m v\u1edbi m\u1ee9c l\u01b0\u01a1ng ng\u00e0nh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o h\u1ea5p d\u1eabn. S\u1ef1 gia t\u0103ng c\u1ee7a c\u00e1c c\u00f4ng vi\u1ec7c li\u00ean quan \u0111\u1ebfn AI v\u00e0 vai tr\u00f2 nh\u01b0 k\u1ef9 s\u01b0 v\u00e0 chuy\u00ean vi\u00ean ph\u00e2n t\u00edch \u0111\u00e3 l\u00e0m cho th\u1ecb tr\u01b0\u1eddng lao \u0111\u1ed9ng trong l\u0129nh v\u1ef1c n\u00e0y tr\u1edf n\u00ean s\u00f4i \u0111\u1ed9ng. M\u1eb7c d\u00f9 c\u00f3 nh\u1eefng th\u00e1ch th\u1ee9c v\u1ec1 k\u1ef9 n\u0103ng v\u00e0 c\u1ea1nh tranh, nh\u1eefng ai \u0111\u1ea7u t\u01b0 v\u00e0o h\u1ecdc h\u1ecfi s\u1ebd t\u00ecm th\u1ea5y nhi\u1ec1u c\u01a1 h\u1ed9i.<\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400;\">\u1ede Vi\u1ec7t Nam, d\u00f9 c\u00f2n h\u1ea1n ch\u1ebf v\u1ec1 s\u1ed1 l\u01b0\u1ee3ng c\u00e1c v\u1ecb tr\u00ed chuy\u00ean v\u1ec1 AI, xu h\u01b0\u1edbng tuy\u1ec3n d\u1ee5ng \u0111ang d\u1ea7n thay \u0111\u1ed5i khi nhu c\u1ea7u tuy\u1ec3n d\u1ee5ng nh\u00e2n s\u1ef1 c\u00f3 k\u1ef9 n\u0103ng c\u1ea3 v\u1ec1 khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 AI ng\u00e0y c\u00e0ng t\u0103ng. Hi\u1ec3u r\u00f5 m\u1ed1i quan h\u1ec7 gi\u1eefa AI v\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u s\u1ebd gi\u00fap b\u1ea1n n\u1eafm b\u1eaft c\u01a1 h\u1ed9i v\u00e0 \u0111\u1ed1i ph\u00f3 v\u1edbi th\u00e1ch th\u1ee9c mang \u0111\u1ebfn b\u1edfi s\u1ef1 ph\u00e1t tri\u1ec3n v\u00e0 m\u1edf r\u1ed9ng quy m\u00f4 qu\u00e1 nhanh c\u1ee7a l\u0129nh v\u1ef1c tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o. Ki\u1ebfn th\u1ee9c t\u1eeb b\u00e0i vi\u1ebft n\u00e0y mong s\u1ebd gi\u00fap \u0111\u01b0\u1ee3c b\u1ea1n \u00edt nhi\u1ec1u trong vi\u1ec7c \u0111\u1ecbnh h\u01b0\u1edbng \u0111\u01b0\u1ee3c m\u1ed9t con \u0111\u01b0\u1eddng s\u1ef1 nghi\u1ec7p b\u1ec1n v\u1eefng trong th\u1ebf gi\u1edbi c\u00f4ng ngh\u1ec7 v\u00e0 kinh doanh r\u1ed9ng l\u1edbn b\u1ea1n nh\u00e9.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Ng\u00e0nh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) \u0111ang ch\u1ee9ng ki\u1ebfn s\u1ef1 gia t\u0103ng \u0111\u00e1ng k\u1ec3 trong c\u00e1c c\u01a1 h\u1ed9i vi\u1ec7c l\u00e0m v\u00e0 m\u1ee9c l\u01b0\u01a1ng ng\u00e0nh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o h\u1ea5p d\u1eabn, \u0111\u1eb7c bi\u1ec7t l\u00e0 t\u1eeb s\u1ef1 ki\u1ec7n ra m\u1eaft c\u1ee7a ChatGPT tr\u00ean n\u1ec1n t\u1ea3ng web t\u1eeb th\u00e1ng 11\/2022. Ch\u1ec9 trong 6 th\u00e1ng \u0111\u1ea7u n\u0103m 2025, s\u1ed1 [&hellip;]<\/p>\n","protected":false},"author":222,"featured_media":74672,"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-74663","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>L\u01b0\u01a1ng ng\u00e0nh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o: T\u1ed5ng quan l\u01b0\u01a1ng AI v\u00e0 Data - ITviec Blog<\/title>\n<meta name=\"description\" content=\"Sau \u0111\u1ee3t suy tho\u00e1i v\u00e0o th\u00e1ng 3\/2022, c\u00e1c v\u1ecb tr\u00ed c\u00f4ng vi\u1ec7c li\u00ean quan AI c\u00f2n nhi\u1ec1u hay kh\u00f4ng? 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