{"id":85713,"date":"2025-04-05T22:53:57","date_gmt":"2025-04-05T15:53:57","guid":{"rendered":"https:\/\/itviecblog.uptech.vn\/?p=85713"},"modified":"2025-06-17T09:31:33","modified_gmt":"2025-06-17T02:31:33","slug":"luong-data-engineer","status":"publish","type":"post","link":"https:\/\/itviec.com\/blog\/luong-data-engineer\/","title":{"rendered":"L\u01b0\u01a1ng Data Engineer 2025: L\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 n\u00e2ng cao l\u01b0\u01a1ng?"},"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-data-engineer\/#Muc_luong_Data_Engineer_tai_Viet_Nam\" >M\u1ee9c l\u01b0\u01a1ng Data Engineer t\u1ea1i 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\/luong-data-engineer\/#Muc_luong_Data_Engineer_tai_Hoa_Ky\" >M\u1ee9c l\u01b0\u01a1ng Data Engineer t\u1ea1i Hoa K\u1ef3<\/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-data-engineer\/#So_sanh_luong_Data_Engineer_tren_the_gioi_voi_thi_truong_Viet_Nam\" >So s\u00e1nh l\u01b0\u01a1ng Data Engineer tr\u00ean th\u1ebf gi\u1edbi v\u1edbi th\u1ecb tr\u01b0\u1eddng Vi\u1ec7t Nam<\/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-data-engineer\/#Cac_ky_nang_giup_nang_cao_luong_Data_Engineer\" >C\u00e1c k\u1ef9 n\u0103ng gi\u00fap n\u00e2ng cao l\u01b0\u01a1ng Data Engineer<\/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-data-engineer\/#Co_hoi_luan_chuyen_sang_Data_Engineer_hoac_tu_Data_Engineer_sang_vai_tro_khac\" >C\u01a1 h\u1ed9i lu\u00e2n chuy\u1ec3n sang Data Engineer, ho\u1eb7c t\u1eeb Data Engineer sang vai tr\u00f2 kh\u00e1c<\/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-data-engineer\/#Cau_hoi_thuong_gap_ve_luong_Data_Engineer\" >C\u00e2u h\u1ecfi th\u01b0\u1eddng g\u1eb7p v\u1ec1 l\u01b0\u01a1ng Data Engineer<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/itviec.com\/blog\/luong-data-engineer\/#Tong_ket\" >T\u1ed5ng k\u1ebft<\/a><\/li><\/ul><\/nav><\/div>\n<p><em><strong>Trong v\u00e0i n\u0103m tr\u1edf l\u1ea1i \u0111\u00e2y, v\u1ecb tr\u00ed Data Engineer (K\u1ef9 s\u01b0 d\u1eef li\u1ec7u) n\u1ed5i l\u00ean nh\u01b0 m\u1ed9t trong nh\u1eefng v\u1ecb tr\u00ed \u0111\u01b0\u1ee3c s\u0103n \u0111\u00f3n nh\u1ea5t, \u0111\u1eb7c bi\u1ec7t khi c\u00e1c t\u1eadp \u0111o\u00e0n c\u00f4ng ngh\u1ec7 l\u1edbn tr\u00ean th\u1ebf gi\u1edbi \u0111ang \u0111\u1ea7u t\u01b0 m\u1ea1nh m\u1ebd t\u1ea1i Vi\u1ec7t Nam. <\/strong><\/em><em><strong>V\u1edbi vai tr\u00f2 trung t\u00e2m trong vi\u1ec7c x\u00e2y d\u1ef1ng v\u00e0 qu\u1ea3n l\u00fd h\u1ec7 th\u1ed1ng d\u1eef li\u1ec7u (Big Data), ch\u1ecbu tr\u00e1ch nhi\u1ec7m ETL (Extract &#8211; Transform &#8211; Load) d\u1eef li\u1ec7u v\u00e0 \u0111\u1ea3m b\u1ea3o d\u1eef li\u1ec7u s\u1eb5n s\u00e0ng cho c\u00e1c ho\u1ea1t \u0111\u1ed9ng ph\u00e2n t\u00edch (AI, BI), Data Engineer kh\u00f4ng ch\u1ec9 c\u00f3 m\u1ee9c l\u01b0\u01a1ng h\u1ea5p d\u1eabn, m\u00e0 c\u00f2n s\u1edf h\u1eefu c\u01a1 h\u1ed9i m\u1edf r\u1ed9ng sang nhi\u1ec1u m\u1ea3ng kh\u00e1c nh\u01b0 Cloud, DevOps, hay Data Science.<\/strong><\/em><\/p>\n<p><span style=\"font-weight: 400;\">N\u1ebfu b\u1ea1n \u0111ang t\u00ecm ki\u1ebfm m\u1ed9t h\u01b0\u1edbng \u0111i m\u1edbi trong ng\u00e0nh IT, ho\u1eb7c mu\u1ed1n ph\u00e1t tri\u1ec3n l\u1ed9 tr\u00ecnh s\u1ef1 nghi\u1ec7p r\u1ed9ng m\u1edf, h\u00e3y c\u00f9ng kh\u00e1m ph\u00e1:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\">M\u1ee9c l\u01b0\u01a1ng c\u1ee7a Data Engineer t\u1ea1i Vi\u1ec7t Nam v\u00e0 tr\u00ean th\u1ebf gi\u1edbi;<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">K\u1ef9 n\u0103ng c\u1ea7n thi\u1ebft \u0111\u1ec3 th\u0103ng ti\u1ebfn;<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">C\u01a1 h\u1ed9i lu\u00e2n chuy\u1ec3n t\u1eeb c\u00e1c v\u1ecb tr\u00ed kh\u00e1c th\u00e0nh Data Engineer v\u00e0 ng\u01b0\u1ee3c l\u1ea1i.<\/li>\n<\/ul>\n<blockquote><p><em>\u0110\u1ecdc th\u00eam: <a href=\"\/blog\/data-engineer-la-gi\/\" target=\"_blank\" rel=\"noopener\"><strong>Data Engineer: C\u00f4ng vi\u1ec7c, K\u1ef9 n\u0103ng, M\u1ee9c l\u01b0\u01a1ng th\u1ebf n\u00e0o?<\/strong><\/a><\/em><\/p><\/blockquote>\n<h2><span class=\"ez-toc-section\" id=\"Muc_luong_Data_Engineer_tai_Viet_Nam\"><\/span><b>M\u1ee9c l\u01b0\u01a1ng Data Engineer t\u1ea1i Vi\u1ec7t Nam<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><i><span style=\"font-weight: 400;\">* S\u1ed1 li\u1ec7u v\u1ec1 m\u1ee9c l\u01b0\u01a1ng \u0111\u01b0\u1ee3c l\u1ea5y t\u1eeb <\/span><\/i><a href=\"https:\/\/itviec.com\/bao-cao\/luong-it-va-thi-truong-tuyen-dung-it-vietnam\" target=\"_blank\" rel=\"noopener\"><i><span style=\"font-weight: 400;\">B\u00e1o C\u00e1o L\u01b0\u01a1ng &amp; Th\u1ecb Tr\u01b0\u1eddng Tuy\u1ec3n D\u1ee5ng IT 2024-2025<\/span><\/i><\/a><i><span style=\"font-weight: 400;\"> c\u1ee7a ITviec. M\u1ee9c l\u01b0\u01a1ng ch\u1ec9 mang t\u00ednh ch\u1ea5t tham kh\u1ea3o, c\u00f3 th\u1ec3 kh\u00e1c nhau theo t\u1eebng khu v\u1ef1c, s\u1ed1 n\u0103m kinh nghi\u1ec7m, ch\u00ednh s\u00e1ch l\u01b0\u01a1ng v\u00e0 ph\u00fac l\u1ee3i c\u1ee7a t\u1eebng c\u00f4ng ty.<\/span><\/i><\/p>\n<h3><b>M\u1ee9c l\u01b0\u01a1ng Data Engineer t\u1ea1i Vi\u1ec7t Nam theo kho\u1ea3ng n\u0103m kinh nghi\u1ec7m<\/b><\/h3>\n<table>\n<tbody>\n<tr>\n<td><b>S\u1ed1 n\u0103m kinh nghi\u1ec7m<\/b><\/td>\n<td><b>M\u1ee9c l\u01b0\u01a1ng<\/b><\/td>\n<td><b>Y\u00eau c\u1ea7u c\u00f4ng vi\u1ec7c<\/b><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">&lt; 1 n\u0103m\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">B\u00e1o c\u00e1o c\u1ee7a ITviec ch\u01b0a c\u00f3 s\u1ed1 li\u1ec7u cho nh\u00f3m n\u00e0y. Th\u1ef1c t\u1ebf th\u1ecb tr\u01b0\u1eddng cho th\u1ea5y m\u1ee9c kh\u1edfi \u0111i\u1ec3m th\u01b0\u1eddng r\u01a1i v\u00e0o kho\u1ea3ng <\/span><b>15\u201318 tri\u1ec7u VN\u0110\/th\u00e1ng<\/b><span style=\"font-weight: 400;\"> \u0111\u1ed1i v\u1edbi nh\u1eefng b\u1ea1n m\u1edbi t\u1ed1t nghi\u1ec7p ho\u1eb7c chuy\u1ec3n h\u01b0\u1edbng sang Data Engineer.<\/span><\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">1\u20132 n\u0103m<\/span><\/td>\n<td><b>17 &#8211; 18 tri\u1ec7u VN\u0110\/th\u00e1ng<\/b><\/td>\n<td><span style=\"font-weight: 400;\">C\u00f4ng vi\u1ec7c ch\u1ee7 y\u1ebfu li\u00ean quan \u0111\u1ebfn c\u00e1c t\u00e1c v\u1ee5 ETL\/pipeline \u0111\u01a1n gi\u1ea3n ho\u1eb7c h\u1ed7 tr\u1ee3 vi\u1ebft script x\u1eed l\u00fd d\u1eef li\u1ec7u d\u01b0\u1edbi s\u1ef1 h\u01b0\u1edbng d\u1eabn c\u1ee7a \u0111\u1ed3ng nghi\u1ec7p gi\u00e0u kinh nghi\u1ec7m.<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">3\u20134 n\u0103m<\/span><\/td>\n<td><b>Kho\u1ea3ng 30 tri\u1ec7u VN\u0110\/th\u00e1ng<\/b><\/td>\n<td><span style=\"font-weight: 400;\">Giai \u0111o\u1ea1n n\u00e0y th\u01b0\u1eddng y\u00eau c\u1ea7u k\u1ef9 n\u0103ng thi\u1ebft k\u1ebf v\u00e0 t\u1ed1i \u01b0u ho\u00e1 quy tr\u00ecnh ETL, ph\u00e1t tri\u1ec3n h\u1ec7 th\u1ed1ng d\u1eef li\u1ec7u, c\u00f3 kh\u1ea3 n\u0103ng \u0111\u1ec1 xu\u1ea5t gi\u1ea3i ph\u00e1p c\u1ea3i ti\u1ebfn hi\u1ec7u n\u0103ng.<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">5\u20138 n\u0103m<\/span><\/td>\n<td><span style=\"font-weight: 400;\">B\u00e1o c\u00e1o ITviec ch\u01b0a c\u00f3 s\u1ed1 li\u1ec7u. Tr\u00ean th\u1ecb tr\u01b0\u1eddng, Data Engineer v\u1edbi 5\u20138 n\u0103m kinh nghi\u1ec7m th\u01b0\u1eddng \u0111\u1ea1t <\/span><b>40\u201350 tri\u1ec7u VN\u0110\/th\u00e1ng.<\/b><\/td>\n<td><span style=\"font-weight: 400;\">M\u1ee9c l\u01b0\u01a1ng t\u00f9y theo \u0111\u1ed9 ph\u1ee9c t\u1ea1p c\u1ee7a h\u1ec7 th\u1ed1ng, quy m\u00f4 d\u1eef li\u1ec7u v\u00e0 nhi\u1ec7m v\u1ee5 qu\u1ea3n l\u00fd\/d\u1eabn d\u1eaft nh\u00f3m.<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">&gt; 8 n\u0103m<\/span><\/td>\n<td><span style=\"font-weight: 400;\">B\u00e1o c\u00e1o ITviec ch\u01b0a c\u00f3 s\u1ed1 li\u1ec7u. Th\u1ef1c t\u1ebf cho th\u1ea5y nh\u00f3m n\u00e0y c\u00f3 th\u1ec3 nh\u1eadn l\u01b0\u01a1ng <\/span><b>t\u1eeb 50\u201370 tri\u1ec7u VN\u0110\/th\u00e1ng<\/b><span style=\"font-weight: 400;\">.<\/span><\/td>\n<td><span style=\"font-weight: 400;\">L\u01b0\u01a1ng cao h\u01a1n khi c\u00f3 kinh nghi\u1ec7m tri\u1ec3n khai gi\u1ea3i ph\u00e1p Big Data, Cloud, Data Lake \u1edf quy m\u00f4 l\u1edbn, c\u0169ng nh\u01b0 kh\u1ea3 n\u0103ng qu\u1ea3n l\u00fd, x\u00e2y d\u1ef1ng chi\u1ebfn l\u01b0\u1ee3c d\u1eef li\u1ec7u cho doanh nghi\u1ec7p.<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-85715\" src=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2025\/04\/luong-data-engineer-1-vippro-1.png\" alt=\"luong-data-engineer itviec blog\" width=\"1705\" height=\"796\" srcset=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2025\/04\/luong-data-engineer-1-vippro-1.png 640w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2025\/04\/luong-data-engineer-1-vippro-1-300x140.png 300w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2025\/04\/luong-data-engineer-1-vippro-1-200x93.png 200w\" sizes=\"auto, (max-width: 1705px) 100vw, 1705px\" \/><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Data Analyst \/ Database Engineer c\u00f3 3-4 n\u0103m kinh nghi\u1ec7m:<\/b><span style=\"font-weight: 400;\"> M\u1ee9c l\u01b0\u01a1ng kho\u1ea3ng 30 tri\u1ec7u\/th\u00e1ng. Data Analyst th\u01b0\u1eddng t\u1eadp trung v\u00e0o vi\u1ec7c ph\u00e2n t\u00edch insight, trong khi Database Engineer chuy\u00ean v\u1ec1 thi\u1ebft k\u1ebf, t\u1ed1i \u01b0u c\u1ea5u tr\u00fac DB.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Data Engineer c\u00f3 h\u01a1n 5+ n\u0103m kinh nghi\u1ec7m:<\/b><span style=\"font-weight: 400;\"> C\u00f3 th\u1ec3 v\u01b0\u1ee3t m\u1ed1c 50 tri\u1ec7u\/th\u00e1ng, t\u01b0\u01a1ng \u0111\u01b0\u01a1ng v\u1edbi c\u00e1c v\u1ecb tr\u00ed Cloud Engineer \u0111\u1eb7c bi\u1ec7t khi am hi\u1ec3u s\u00e2u v\u1ec1 h\u1ec7 th\u1ed1ng x\u1eed l\u00fd d\u1eef li\u1ec7u l\u1edbn (Spark, Hadoop) v\u00e0 tri\u1ec3n khai tr\u00ean m\u00f4i tr\u01b0\u1eddng Cloud (AWS, GCP, Azure).<\/span><\/li>\n<\/ul>\n<h3><b>M\u1ee9c l\u01b0\u01a1ng Data Engineer t\u1ea1i Vi\u1ec7t Nam theo ng\u00e0nh ngh\u1ec1<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">C\u0169ng theo B\u00e1o c\u00e1o L\u01b0\u01a1ng &amp; Th\u1ecb Tr\u01b0\u1eddng Tuy\u1ec3n D\u1ee5ng IT 2024-2025 c\u1ee7a ITviec, Th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed, D\u1ecbch v\u1ee5 t\u00e0i ch\u00ednh v\u00e0 AI, Blockchain, Deep Tech l\u00e0 3 ng\u00e0nh m\u00e0 Data Engineer ho\u1ea1t \u0111\u1ed9ng m\u1ea1nh m\u1ebd nh\u1ea5t. B\u00e1o c\u00e1o c\u0169ng ch\u1ec9 ra r\u1eb1ng ng\u00e0nh Ai, Blockchain v\u00e0 Deep Tech thu\u1ed9c top 3 ng\u00e0nh ngh\u1ec1 tr\u1ea3 l\u01b0\u01a1ng cao nh\u1ea5t c\u1ea3 n\u01b0\u1edbc, c\u1ee5 th\u1ec3:<\/span><\/p>\n<table>\n<tbody>\n<tr>\n<td><b>Ng\u00e0nh ngh\u1ec1<\/b><\/td>\n<td><b>M\u1ee9c l\u01b0\u01a1ng trung b\u00ecnh c\u1ea3 n\u01b0\u1edbc (\u0111\u1ed3ng\/ th\u00e1ng)<\/b><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed<\/span><\/td>\n<td><span style=\"font-weight: 400;\">37.800.000<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">D\u1ecbch v\u1ee5 t\u00e0i ch\u00ednh<\/span><\/td>\n<td><span style=\"font-weight: 400;\">50.500.000<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Ai, Blockchain v\u00e0 c\u00e1c d\u1ecbch v\u1ee5 c\u00f4ng ngh\u1ec7 ti\u00ean phong (Deep Tech)<\/span><\/td>\n<td><span style=\"font-weight: 400;\">54.400.000<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><span style=\"font-weight: 400;\">M\u1ee9c l\u01b0\u01a1ng n\u00e0y ph\u1ea3n \u00e1nh m\u1ee9c thu nh\u1eadp c\u1ea1nh tranh m\u00e0 v\u1ecb tr\u00ed Data Engineer c\u00f3 th\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c n\u1ebfu theo \u0111u\u1ed5i ng\u00e0nh ngh\u1ec1 n\u00e0y, nh\u01b0ng c\u1ea7n l\u01b0u \u00fd nh\u1eefng s\u1ed1 li\u1ec7u n\u00e0y ch\u1ec9 ph\u1ea3n \u00e1nh b\u1ee9c tranh t\u1ed5ng th\u1ec3 c\u1ee7a c\u1ea3 ng\u00e0nh, bao g\u1ed3m nhi\u1ec1u v\u1ecb tr\u00ed kh\u00e1c nhau, kh\u00f4ng ph\u1ea3n \u00e1nh ri\u00eang m\u1ee9c l\u01b0\u01a1ng Data Engineer thu\u1ed9c ng\u00e0nh ngh\u1ec1 \u0111\u00f3.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Muc_luong_Data_Engineer_tai_Hoa_Ky\"><\/span><b>M\u1ee9c l\u01b0\u01a1ng Data Engineer t\u1ea1i Hoa K\u1ef3<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Theo <\/span><a href=\"https:\/\/www.glassdoor.com\/Salaries\/data-engineer-salary-SRCH_KO0,13.htm\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">Glassdoor<\/span><\/a><span style=\"font-weight: 400;\">, l\u01b0\u01a1ng Data Engineer t\u1ea1i c\u00e1c c\u00f4ng ty l\u1edbn nh\u01b0 sau:<\/span><\/p>\n<table>\n<tbody>\n<tr>\n<td><b>C\u00f4ng ty<\/b><\/td>\n<td><b>Ph\u1ea1m vi t\u1ed5ng l\u01b0\u01a1ng (USD\/n\u0103m)<\/b><\/td>\n<td><b>L\u01b0\u01a1ng trung v\u1ecb (USD\/n\u0103m)<\/b><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Meta<\/span><\/td>\n<td><span style=\"font-weight: 400;\">223.000 \u2013 321.000<\/span><\/td>\n<td><span style=\"font-weight: 400;\">265.000<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Cisco<\/span><\/td>\n<td><span style=\"font-weight: 400;\">203.000 \u2013 275.000<\/span><\/td>\n<td><span style=\"font-weight: 400;\">234.000<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Amazon<\/span><\/td>\n<td><span style=\"font-weight: 400;\">160.000 \u2013 236.000<\/span><\/td>\n<td><span style=\"font-weight: 400;\">192.000<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">IBM<\/span><\/td>\n<td><span style=\"font-weight: 400;\">111.000 \u2013 153.000<\/span><\/td>\n<td><span style=\"font-weight: 400;\">130.000<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Capital One<\/span><\/td>\n<td><span style=\"font-weight: 400;\">118.000 \u2013 151.000<\/span><\/td>\n<td><span style=\"font-weight: 400;\">133.000<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Cognizant Technology Solutions<\/span><\/td>\n<td><span style=\"font-weight: 400;\">89.000 \u2013 125.000<\/span><\/td>\n<td><span style=\"font-weight: 400;\">106.000<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Microsoft<\/span><\/td>\n<td><span style=\"font-weight: 400;\">167.000 \u2013 232.000<\/span><\/td>\n<td><span style=\"font-weight: 400;\">196.000<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Apple<\/span><\/td>\n<td><span style=\"font-weight: 400;\">196.000 \u2013 288.000<\/span><\/td>\n<td><span style=\"font-weight: 400;\">235.000<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Google<\/span><\/td>\n<td><span style=\"font-weight: 400;\">200.000 \u2013 298.000<\/span><\/td>\n<td><span style=\"font-weight: 400;\">242.000<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Accenture<\/span><\/td>\n<td><span style=\"font-weight: 400;\">99.000 \u2013 150.000<\/span><\/td>\n<td><span style=\"font-weight: 400;\">122.000<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">C\u00e1c \u201c\u00f4ng l\u1edbn\u201d nh\u01b0 Meta, Google, Microsoft, Apple c\u00f3 m\u1ee9c t\u1ed5ng thu nh\u1eadp trung v\u1ecb (bao g\u1ed3m l\u01b0\u01a1ng c\u01a1 b\u1ea3n v\u00e0 c\u00e1c kho\u1ea3n th\u01b0\u1edfng, c\u1ed5 phi\u1ebfu) r\u1ea5t cao, dao \u0111\u1ed9ng t\u1eeb 196K \u0111\u1ebfn 265K USD\/n\u0103m.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">C\u00e1c c\u00f4ng ty t\u1eadp trung v\u00e0o d\u1ecbch v\u1ee5 t\u01b0 v\u1ea5n v\u00e0 gi\u1ea3i ph\u00e1p c\u00f4ng ngh\u1ec7 (Accenture, Cognizant) c\u00f3 d\u1ea3i l\u01b0\u01a1ng trung v\u1ecb th\u1ea5p h\u01a1n, nh\u01b0ng v\u1eabn n\u1eb1m \u1edf m\u1ee9c 6 con s\u1ed1.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Theo <\/span><a href=\"https:\/\/www.bls.gov\/ooh\/computer-and-information-technology\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">BLS<\/span><\/a><span style=\"font-weight: 400;\">, l\u01b0\u01a1ng trung v\u1ecb cho c\u00e1c v\u1ecb tr\u00ed li\u00ean quan \u0111\u1ebfn C\u00f4ng ngh\u1ec7 Th\u00f4ng tin (CNTT) th\u01b0\u1eddng n\u1eb1m trong kho\u1ea3ng 90.000 \u2013 110.000 USD\/n\u0103m (tu\u1ef3 v\u1ecb tr\u00ed nh\u01b0 Software Developer, System Analyst, Data Scientist, v.v.). M\u1ed9t s\u1ed1 nh\u00f3m ng\u00e0nh \u0111\u00f2i h\u1ecfi chuy\u00ean m\u00f4n cao (nh\u01b0 Software Architect, Machine Learning Engineer) c\u00f3 th\u1ec3 v\u01b0\u1ee3t m\u1ee9c 120.000 \u2013 130.000 USD\/n\u0103m. Cho n\u00ean c\u00f3 th\u1ec3 th\u1ea5y m\u1ee9c l\u01b0\u01a1ng c\u1ee7a Data Engineer l\u00e0 cao h\u01a1n m\u1eb7t b\u1eb1ng chung c\u1ee7a to\u00e0n ng\u00e0nh CNTT.<\/span><\/p>\n<h3><b>M\u1ee9c l\u01b0\u01a1ng Data Engineer t\u1ea1i Hoa K\u1ef3 theo ng\u00e0nh ngh\u1ec1<\/b><\/h3>\n<table>\n<tbody>\n<tr>\n<td><b>Ng\u00e0nh<\/b><\/td>\n<td><b>T\u1ed5ng l\u01b0\u01a1ng trung v\u1ecb (USD\/n\u0103m)<\/b><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Agriculture (N\u00f4ng nghi\u1ec7p)<\/span><\/td>\n<td><span style=\"font-weight: 400;\">142.108<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Energy, Mining &amp; Utilities<\/span><\/td>\n<td><span style=\"font-weight: 400;\">141.015<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Financial Services (T\u00e0i ch\u00ednh)<\/span><\/td>\n<td><span style=\"font-weight: 400;\">137.504<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Pharmaceutical &amp; Biotechnology<\/span><\/td>\n<td><span style=\"font-weight: 400;\">135.171<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Telecommunications (Vi\u1ec5n th\u00f4ng)<\/span><\/td>\n<td><span style=\"font-weight: 400;\">135.063<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ng\u00e0nh N\u00f4ng nghi\u1ec7p (Agriculture) v\u00e0 N\u0103ng l\u01b0\u1ee3ng, Khai kho\u00e1ng &amp; Ti\u1ec7n \u00edch (Energy, Mining &amp; Utilities) c\u00f3 t\u1ed5ng l\u01b0\u01a1ng trung v\u1ecb \u0111\u1ee9ng \u0111\u1ea7u (kho\u1ea3ng 141K \u2013 142K USD\/n\u0103m).<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">L\u0129nh v\u1ef1c T\u00e0i ch\u00ednh, D\u01b0\u1ee3c ph\u1ea9m &amp; C\u00f4ng ngh\u1ec7 sinh h\u1ecdc (Pharmaceutical &amp; Biotechnology), v\u00e0 Vi\u1ec5n th\u00f4ng c\u0169ng c\u00f3 m\u1ee9c l\u01b0\u01a1ng kh\u00e1 h\u1ea5p d\u1eabn, xoay quanh 135K \u2013 137K USD\/n\u0103m.<\/span><\/li>\n<\/ul>\n<h3><b>M\u1ee9c l\u01b0\u01a1ng Data Engineer t\u1ea1i Hoa K\u1ef3 theo kho\u1ea3ng n\u0103m kinh nghi\u1ec7m<\/b><\/h3>\n<table>\n<tbody>\n<tr>\n<td><b>Kinh nghi\u1ec7m<\/b><\/td>\n<td><b>L\u01b0\u01a1ng th\u1ea5p nh\u1ea5t<\/b><\/td>\n<td><b>L\u01b0\u01a1ng cao nh\u1ea5t<\/b><\/td>\n<td><b>L\u01b0\u01a1ng Trung b\u00ecnh<\/b><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">1\u20133 n\u0103m<\/span><\/td>\n<td><span style=\"font-weight: 400;\">90.000<\/span><\/td>\n<td><span style=\"font-weight: 400;\">135.000<\/span><\/td>\n<td><span style=\"font-weight: 400;\">108.000<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">4\u20136 n\u0103m<\/span><\/td>\n<td><span style=\"font-weight: 400;\">115.000<\/span><\/td>\n<td><span style=\"font-weight: 400;\">115.000<\/span><\/td>\n<td><span style=\"font-weight: 400;\">115.000<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">10\u201314 n\u0103m<\/span><\/td>\n<td><span style=\"font-weight: 400;\">126.000<\/span><\/td>\n<td><span style=\"font-weight: 400;\">126.000<\/span><\/td>\n<td><span style=\"font-weight: 400;\">126.000<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ng\u01b0\u1eddi m\u1edbi v\u00e0o ngh\u1ec1 (1\u20133 n\u0103m) \u0111\u00e3 c\u00f3 th\u1ec3 nh\u1eadn l\u01b0\u01a1ng trung b\u00ecnh kho\u1ea3ng 108.000 USD\/n\u0103m.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">T\u1eeb 4\u20136 n\u0103m kinh nghi\u1ec7m, m\u1ee9c l\u01b0\u01a1ng g\u1ea7n nh\u01b0 \u201c\u0111\u00f3ng khung\u201d \u1edf m\u1ee9c 115.000 USD\/n\u0103m.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0110\u1ed1i v\u1edbi c\u1ea5p \u0111\u1ed9 kinh nghi\u1ec7m 10\u201314 n\u0103m, l\u01b0\u01a1ng trung b\u00ecnh \u1edf kho\u1ea3ng 126.000 USD\/n\u0103m.<\/span><\/li>\n<\/ul>\n<h3><b>T\u1ed5ng quan m\u1ee9c l\u01b0\u01a1ng Data Engineer t\u1ea1i Hoa K\u1ef3<\/b><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>L\u01b0\u01a1ng trung v\u1ecb (Median):<\/b><span style=\"font-weight: 400;\"> ~134.000 USD\/n\u0103m<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Kho\u1ea3ng l\u01b0\u01a1ng c\u01a1 b\u1ea3n:<\/b><span style=\"font-weight: 400;\"> 91.000 \u2013 126.000 USD\/n\u0103m<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Kho\u1ea3ng l\u01b0\u01a1ng b\u1ed5 sung (bonus, stock options):<\/b><span style=\"font-weight: 400;\"> 20.000 \u2013 38.000 USD\/n\u0103m<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Senior Data Engineer:<\/b><span style=\"font-weight: 400;\"> 162.000 \u2013 236.000 USD\/n\u0103m<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Lead Data Engineer:<\/b><span style=\"font-weight: 400;\"> 168.000 \u2013 252.000 USD\/n\u0103m<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\u1ede c\u1ea5p \u0111\u1ed9 Senior v\u00e0 Lead, Data Engineer c\u00f3 th\u1ec3 nh\u1eadn t\u1eeb 162.000 \u0111\u1ebfn tr\u00ean 250.000 USD\/n\u0103m, \u0111\u1eb7c bi\u1ec7t khi l\u00e0m \u1edf c\u00e1c c\u00f4ng ty c\u00f4ng ngh\u1ec7 h\u00e0ng \u0111\u1ea7u.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"So_sanh_luong_Data_Engineer_tren_the_gioi_voi_thi_truong_Viet_Nam\"><\/span><b>So s\u00e1nh l\u01b0\u01a1ng Data Engineer tr\u00ean th\u1ebf gi\u1edbi v\u1edbi th\u1ecb tr\u01b0\u1eddng Vi\u1ec7t Nam<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>M\u1ee9c l\u01b0\u01a1ng Data Engineer \u1edf level Mid<\/b><span style=\"font-weight: 400;\">: Th\u01b0\u1eddng t\u01b0\u01a1ng \u0111\u01b0\u01a1ng ho\u1eb7c nh\u1ec9nh h\u01a1n v\u1ecb tr\u00ed Data Analyst, nh\u01b0ng kh\u00f4ng qu\u00e1 c\u00e1ch bi\u1ec7t.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Senior Data Engineer<\/b><span style=\"font-weight: 400;\">: Ch\u00eanh l\u1ec7ch thu nh\u1eadp c\u00e0ng cao, \u0111\u1eb7c bi\u1ec7t khi c\u00f3 th\u00eam k\u1ef9 n\u0103ng Cloud v\u00e0 kinh nghi\u1ec7m l\u00e0m vi\u1ec7c v\u1edbi Big Data.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\u1ede M\u1ef9, m\u1ee9c l\u01b0\u01a1ng Data Engineer th\u01b0\u1eddng \u1edf top r\u1ea5t cao nh\u1edd m\u00f4i tr\u01b0\u1eddng c\u1ea1nh tranh v\u00e0 \u0111\u1ed9 \u201ckh\u00e1t\u201d nh\u00e2n s\u1ef1 k\u1ef9 thu\u1eadt. C\u00e1c c\u00f4ng ty nh\u01b0 Google, Meta, Amazon, Microsoft lu\u00f4n s\u1eb5n s\u00e0ng tr\u1ea3 l\u01b0\u01a1ng b\u1ed5ng h\u1eadu h\u0129nh k\u00e8m theo nhi\u1ec1u ch\u1ebf \u0111\u1ed9 \u0111\u00e3i ng\u1ed9 kh\u00e1c (th\u01b0\u1edfng c\u1ed5 phi\u1ebfu, ph\u00fac l\u1ee3i\u2026). \u0110\u00e2y ch\u00ednh l\u00e0 l\u00fd do khi\u1ebfn v\u1ecb tr\u00ed Data Engineer lu\u00f4n \u201cn\u00f3ng\u201d v\u00e0 \u0111\u01b0\u1ee3c s\u0103n \u0111\u00f3n tr\u00ean kh\u1eafp th\u1ebf gi\u1edbi.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0110\u1ed1i v\u1edbi th\u1ecb tr\u01b0\u1eddng tuy\u1ec3n d\u1ee5ng IT \u1edf Vi\u1ec7t Nam, Data Engineering thu\u1ed9c top 10 k\u1ef9 n\u0103ng c\u1ee9ng d\u1ef1 ki\u1ebfn tuy\u1ec3n d\u1ee5ng trong n\u1eeda \u0111\u1ea7u n\u0103m 2025 (v\u1edbi 19,7%). B\u00ean c\u1ea1nh \u0111\u00f3, nhu c\u1ea7u tuy\u1ec3n d\u1ee5ng c\u00e1c chuy\u00ean gia IT c\u00f3 k\u1ef9 n\u0103ng v\u1ec1 \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y, qu\u1ea3n l\u00fd c\u01a1 s\u1edf d\u1eef li\u1ec7u v\u00e0 AI\/h\u1ecdc m\u00e1y ng\u00e0y c\u00e0ng kh\u1eb3ng \u0111\u1ecbnh nhu c\u1ea7u t\u0103ng cao v\u1ec1 chuy\u00ean m\u00f4n trong qu\u1ea3n l\u00fd d\u1eef li\u1ec7u, an ninh m\u1ea1ng v\u00e0 tri\u1ec3n khai c\u00e1c c\u00f4ng ngh\u1ec7 ti\u00ean ti\u1ebfn. C\u00f3 th\u1ec3 th\u1ea5y, th\u1ecb tr\u01b0\u1eddng tuy\u1ec3n d\u1ee5ng IT t\u1ea1i Vi\u1ec7t Nam \u0111ang m\u1edf ra nhi\u1ec1u c\u01a1 h\u1ed9i h\u1ea5p d\u1eabn cho c\u00e1c Data Engineer.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0110\u1ec3 c\u00f3 l\u1ee3i th\u1ebf c\u1ea1nh tranh v\u00e0 t\u1eadn d\u1ee5ng c\u00e1c c\u01a1 h\u1ed9i ngh\u1ec1 nghi\u1ec7p n\u00e0y, Data Engineer c\u00f3 th\u1ec3 t\u1eadp \u01b0u r\u00e8n luy\u1ec7n c\u00e1c k\u1ef9 n\u0103ng gi\u00fap n\u00e2ng cao l\u01b0\u01a1ng Data Engineer nh\u01b0 sau:<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Cac_ky_nang_giup_nang_cao_luong_Data_Engineer\"><\/span><b>C\u00e1c k\u1ef9 n\u0103ng gi\u00fap n\u00e2ng cao l\u01b0\u01a1ng Data Engineer<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u0110\u1ec3 v\u01b0\u01a1n \u0111\u1ebfn m\u1ee9c thu nh\u1eadp \u1ea5n t\u01b0\u1ee3ng trong vai tr\u00f2 Data Engineer, b\u1ea1n c\u1ea7n ph\u00e1t tri\u1ec3n \u0111\u1ed3ng th\u1eddi c\u1ea3 k\u1ef9 n\u0103ng n\u1ec1n t\u1ea3ng l\u1eabn n\u00e2ng cao.<\/span><\/p>\n<h3><strong>C\u00e1c k\u1ef9 n\u0103ng n\u1ec1n t\u1ea3ng<\/strong><\/h3>\n<p><span style=\"font-weight: 400;\">Theo b\u00e1o c\u00e1o c\u1ee7a ITviec, <\/span><b>Python (45,8%)<\/b><span style=\"font-weight: 400;\"> v\u00e0 <\/span><b>SQL (37,5%)<\/b><span style=\"font-weight: 400;\"> l\u00e0 hai ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng ch\u00ednh, b\u00ean c\u1ea1nh c\u00e1c l\u1ef1a ch\u1ecdn kh\u00e1c nh\u01b0 <\/span><b>VBA, C#<\/b><span style=\"font-weight: 400;\"> hay <\/span><b>Scala<\/b><span style=\"font-weight: 400;\">.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">V\u1ec1 ph\u00eda Big Data, <\/span><b>Apache Kafka<\/b><span style=\"font-weight: 400;\"> v\u00e0 <\/span><b>Apache Spark<\/b><span style=\"font-weight: 400;\"> \u0111ang d\u1eabn \u0111\u1ea7u v\u1edbi t\u1ef7 l\u1ec7 s\u1eed d\u1ee5ng c\u00f9ng \u1edf m\u1ee9c <\/span><b>52,2%<\/b><span style=\"font-weight: 400;\">, ti\u1ebfp theo l\u00e0 <\/span><b>Pandas (43,5%)<\/b><span style=\"font-weight: 400;\">, <\/span><b>Hadoop (34,8%)<\/b><span style=\"font-weight: 400;\">, v\u00e0 <\/span><b>NumPy (30,4%)<\/b><span style=\"font-weight: 400;\">. Nh\u1eefng n\u1ec1n t\u1ea3ng v\u00e0 th\u01b0 vi\u1ec7n n\u00e0y gi\u00fap Data Engineer x\u1eed l\u00fd kh\u1ed1i l\u01b0\u1ee3ng d\u1eef li\u1ec7u l\u1edbn, t\u1ed1i \u01b0u h\u00f3a hi\u1ec7u su\u1ea5t, \u0111\u1ed3ng th\u1eddi h\u1ed7 tr\u1ee3 x\u00e2y d\u1ef1ng c\u00e1c m\u00f4 h\u00ecnh ph\u00e2n t\u00edch ph\u1ee9c t\u1ea1p.<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-85718\" src=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2025\/04\/luong-data-engineer-2-vippro.png\" alt=\"luong-data-engineer itviec blog\" width=\"1028\" height=\"342\" srcset=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2025\/04\/luong-data-engineer-2-vippro.png 1028w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2025\/04\/luong-data-engineer-2-vippro-300x100.png 300w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2025\/04\/luong-data-engineer-2-vippro-768x256.png 640w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2025\/04\/luong-data-engineer-2-vippro-200x67.png 200w\" sizes=\"auto, (max-width: 1028px) 100vw, 1028px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">B\u00ean c\u1ea1nh \u0111\u00f3, nh\u00f3m k\u1ef9 n\u0103ng n\u1ec1n t\u1ea3ng kh\u00e1c nh\u01b0 c\u01a1 s\u1edf d\u1eef li\u1ec7u quan h\u1ec7 (<\/span><b>SQL<\/b><span style=\"font-weight: 400;\">) l\u1eabn NoSQL, c\u00e1c c\u00f4ng c\u1ee5 qu\u1ea3n l\u00fd quy tr\u00ecnh x\u1eed l\u00fd d\u1eef li\u1ec7u (<\/span><b>Airflow<\/b><span style=\"font-weight: 400;\">), v\u00e0 \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y (<\/span><b>AWS, GCP, Azure<\/b><span style=\"font-weight: 400;\">) c\u0169ng gi\u1eef vai tr\u00f2 then ch\u1ed1t.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">M\u1eb7t kh\u00e1c, vi\u1ec7c th\u00e0nh th\u1ea1o c\u00e1c c\u00f4ng c\u1ee5 DevOps nh\u01b0 <\/span><b>Docker, Kubernetes, Terraform<\/b><span style=\"font-weight: 400;\"> l\u00e0 ch\u00eca kh\u00f3a gi\u00fap b\u1ea1n t\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh tri\u1ec3n khai, qu\u1ea3n l\u00fd h\u1ea1 t\u1ea7ng d\u1eef li\u1ec7u, c\u0169ng nh\u01b0 \u0111\u1ea3m b\u1ea3o t\u00ednh linh ho\u1ea1t v\u00e0 kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng c\u1ee7a h\u1ec7 th\u1ed1ng.<\/span><\/p>\n<h3><strong>C\u00e1c k\u1ef9 n\u0103ng n\u00e2ng cao<\/strong><\/h3>\n<p><span style=\"font-weight: 400;\">Ki\u1ebfn th\u1ee9c v\u1ec1 <\/span><b>Cloud<\/b><span style=\"font-weight: 400;\"> v\u00e0 ch\u1ee9ng ch\u1ec9 <\/span><b>AWS, GCP, Azure<\/b><span style=\"font-weight: 400;\"> l\u00e0 \u201cv\u0169 kh\u00ed\u201d \u0111\u1eafc l\u1ef1c gi\u00fap b\u1ea1n d\u1ec5 d\u00e0ng th\u0103ng ti\u1ebfn ho\u1eb7c th\u01b0\u01a1ng l\u01b0\u1ee3ng m\u1ee9c l\u01b0\u01a1ng cao h\u01a1n. Kh\u1ea3 n\u0103ng thi\u1ebft k\u1ebf h\u1ec7 th\u1ed1ng <\/span><b>d\u1eef li\u1ec7u l\u1edbn, x\u00e2y d\u1ef1ng Data Lake <\/b><span style=\"font-weight: 400;\">ho\u1eb7c<\/span><b> Data Warehouse (Snowflake, Redshift, BigQuery)<\/b><span style=\"font-weight: 400;\">, v\u00e0 kinh nghi\u1ec7m t\u1ed1i \u01b0u hi\u1ec7u n\u0103ng, chi ph\u00ed s\u1ebd l\u00e0m b\u1ea1n n\u1ed5i b\u1eadt tr\u01b0\u1edbc nh\u00e0 tuy\u1ec3n d\u1ee5ng.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">N\u1ebfu mu\u1ed1n t\u1ea1o th\u00eam l\u1ee3i th\u1ebf c\u1ea1nh tranh, b\u1ea1n n\u00ean m\u1edf r\u1ed9ng sang <\/span><b>Machine Learning, AI<\/b><span style=\"font-weight: 400;\"> \u0111\u1ec3 s\u1eb5n s\u00e0ng c\u1ed9ng t\u00e1c ho\u1eb7c b\u01b0\u1edbc h\u1eb3n sang l\u0129nh v\u1ef1c <\/span><b>Data Science<\/b><span style=\"font-weight: 400;\"> v\u1edbi m\u1ee9c l\u01b0\u01a1ng c\u00f3 th\u1ec3 l\u00ean t\u1edbi 40-60 tri\u1ec7u m\u1ed9t th\u00e1ng v\u1edbi 3-5 n\u0103m kinh nghi\u1ec7m.<\/span><\/p>\n<blockquote><p><em>\u0110\u1ecdc th\u00eam: <a href=\"\/blog\/lo-trinh-data-engineer\/\" target=\"_blank\" rel=\"noopener\"><strong>L\u1ed9 tr\u00ecnh Data Engineer: T\u1eeb n\u1ec1n t\u1ea3ng \u0111\u1ebfn th\u1ef1c chi\u1ebfn<\/strong><\/a><\/em><\/p><\/blockquote>\n<h2><span class=\"ez-toc-section\" id=\"Co_hoi_luan_chuyen_sang_Data_Engineer_hoac_tu_Data_Engineer_sang_vai_tro_khac\"><\/span><b>C\u01a1 h\u1ed9i lu\u00e2n chuy\u1ec3n sang Data Engineer, ho\u1eb7c t\u1eeb Data Engineer sang vai tr\u00f2 kh\u00e1c<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3><b>C\u01a1 h\u1ed9i lu\u00e2n chuy\u1ec3n sang Data Engineer<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Vi\u1ec7c tr\u1edf th\u00e0nh Data Engineer kh\u00f4ng nh\u1ea5t thi\u1ebft ph\u1ea3i xu\u1ea5t ph\u00e1t t\u1eeb n\u1ec1n t\u1ea3ng d\u1eef li\u1ec7u ngay t\u1eeb \u0111\u1ea7u. R\u1ea5t nhi\u1ec1u Cloud Engineer, Data Analyst, DevOps hay th\u1eadm ch\u00ed System Engineer c\u00f3 th\u1ec3 chuy\u1ec3n \u0111\u1ed5i sang vai tr\u00f2 Data Engineer th\u00e0nh c\u00f4ng. C\u1ee5 th\u1ec3:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><strong>Cloud Engineer<\/strong> th\u01b0\u1eddng hi\u1ec3u r\u00f5 h\u1ea1 t\u1ea7ng \u0111\u00e1m m\u00e2y, n\u00ean ch\u1ec9 c\u1ea7n b\u1ed5 sung ki\u1ebfn th\u1ee9c v\u1ec1 x\u1eed l\u00fd d\u1eef li\u1ec7u (ETL, pipeline, kho d\u1eef li\u1ec7u).\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Nh\u1eefng ng\u01b0\u1eddi xu\u1ea5t th\u00e2n t\u1eeb Data Analyst ho\u1eb7c <strong>Database Engineer<\/strong> l\u1ea1i c\u00f3 n\u1ec1n t\u1ea3ng SQL, ki\u1ebfn tr\u00fac DB v\u1eefng v\u00e0ng, gi\u00fap h\u1ecd nhanh ch\u00f3ng n\u1eafm b\u1eaft vi\u1ec7c t\u1ed5 ch\u1ee9c v\u00e0 t\u1ed1i \u01b0u d\u1eef li\u1ec7u \u1edf quy m\u00f4 l\u1edbn.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><strong>DevOps<\/strong> ho\u1eb7c <strong>System Engineer<\/strong> c\u0169ng c\u00f3 s\u1eb5n t\u01b0 duy v\u1ec1 t\u1ef1 \u0111\u1ed9ng h\u00f3a v\u00e0 qu\u1ea3n l\u00fd h\u1ea1 t\u1ea7ng, ch\u1ec9 c\u1ea7n h\u1ecdc th\u00eam v\u1ec1 Big Data, Spark, Hadoop, t\u01b0 duy pipeline d\u1eef li\u1ec7u l\u00e0 c\u00f3 th\u1ec3 tr\u1edf th\u00e0nh Data Engineer.<\/span><\/li>\n<\/ul>\n<h3><b>C\u01a1 h\u1ed9i lu\u00e2n chuy\u1ec3n t\u1eeb Data Engineer sang vai tr\u00f2 kh\u00e1c<\/b><\/h3>\n<h4><b>Chuy\u1ec3n t\u1eeb Data Engineer sang Cloud Engineer, Data Scientist, DevOps ho\u1eb7c Developer<\/b><\/h4>\n<p><span style=\"font-weight: 400;\">Kh\u00e1c v\u1edbi suy ngh\u0129 c\u1ee7a nhi\u1ec1u ng\u01b0\u1eddi, Data Engineer kh\u00f4ng ch\u1ec9 g\u1eafn b\u00f3 m\u00e3i v\u1edbi \u201ch\u1ec7 th\u1ed1ng d\u1eef li\u1ec7u\u201d m\u00e0 c\u00f2n c\u00f3 th\u1ec3 m\u1edf r\u1ed9ng sang Cloud Engineer, Data Scientist, DevOps ho\u1eb7c Developer<\/span><b>.<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Ng\u01b0\u1eddi \u0111\u00e3 quen v\u1edbi vi\u1ec7c thi\u1ebft k\u1ebf h\u1ec7 th\u1ed1ng x\u1eed l\u00fd d\u1eef li\u1ec7u l\u1edbn th\u01b0\u1eddng c\u00f3 l\u1ee3i th\u1ebf nh\u1ea5t \u0111\u1ecbnh khi chuy\u1ec3n sang Cloud Engineer, v\u00ec h\u1ecd \u0111\u00e3 hi\u1ec3u r\u00f5 Data Lake, Data Warehouse v\u00e0 c\u00e1ch t\u1ed1i \u01b0u chi ph\u00ed khi l\u00e0m vi\u1ec7c v\u1edbi AWS, GCP hay Azure.\u00a0<\/span><\/p>\n<h4><b>Chuy\u1ec3n t\u1eeb Data Engineer sang Data Scientist<\/b><\/h4>\n<p><span style=\"font-weight: 400;\">Ngo\u00e0i ra, Data Engineer th\u00e0nh th\u1ea1o SQL, quy tr\u00ecnh ETL, Big Data c\u0169ng c\u00f3 th\u1ec3 chuy\u1ec3n sang Data Scientist b\u1eb1ng c\u00e1ch h\u1ecdc s\u00e2u h\u01a1n v\u1ec1 Machine Learning v\u00e0 c\u00e1c thu\u1eadt to\u00e1n th\u1ed1ng k\u00ea, t\u1eeb \u0111\u00f3 gia t\u0103ng gi\u00e1 tr\u1ecb v\u00e0 m\u1ee9c thu nh\u1eadp. Th\u1eadm ch\u00ed, ki\u1ebfn th\u1ee9c CI\/CD, h\u1ea1 t\u1ea7ng d\u1eef li\u1ec7u c\u00f3 th\u1ec3 \u0111\u01b0a m\u1ed9t Data Engineer \u0111\u1ebfn v\u1edbi DevOps; c\u00f2n n\u1ec1n t\u1ea3ng l\u1eadp tr\u00ecnh Python, Scala gi\u00fap h\u1ecd th\u0103ng ti\u1ebfn trong vai tr\u00f2 Developer.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">B\u1ea3ng d\u01b0\u1edbi \u0111\u00e2y t\u00f3m t\u1eaft \u01b0u \u0111i\u1ec3m v\u00e0 nh\u01b0\u1ee3c \u0111i\u1ec3m khi Data Engineer chuy\u1ec3n sang c\u00e1c h\u01b0\u1edbng \u0111i kh\u00e1c. \u0110i\u1ec1u n\u00e0y c\u0169ng gi\u00fap b\u1ea1n c\u00e2n nh\u1eafc tr\u01b0\u1edbc khi r\u1ebd l\u1ed1i.<\/span><\/p>\n<table>\n<tbody>\n<tr>\n<td><b>L\u1ed9 tr\u00ecnh<\/b><\/td>\n<td><b>\u01afu \u0111i\u1ec3m<\/b><\/td>\n<td><b>Nh\u01b0\u1ee3c \u0111i\u1ec3m<\/b><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Chuy\u1ec3n sang Cloud Engineer<\/span><\/td>\n<td><span style=\"font-weight: 400;\">&#8211; Thu nh\u1eadp cao, nhu c\u1ea7u th\u1ecb tr\u01b0\u1eddng l\u1edbn<\/span><\/p>\n<p><span style=\"font-weight: 400;\">&#8211; Th\u00edch h\u1ee3p cho ng\u01b0\u1eddi y\u00eau th\u00edch h\u1ea1 t\u1ea7ng v\u00e0 t\u1ed1i \u01b0u h\u1ec7 th\u1ed1ng Cloud<\/span><\/td>\n<td><span style=\"font-weight: 400;\">&#8211; C\u1ea7n b\u1ed5 sung ki\u1ebfn th\u1ee9c ki\u1ebfn tr\u00fac h\u1ea1 t\u1ea7ng Cloud chuy\u00ean s\u00e2u<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Chuy\u1ec3n sang Data Scientist<\/span><\/td>\n<td><span style=\"font-weight: 400;\">&#8211; L\u01b0\u01a1ng cao, c\u01a1 h\u1ed9i tham gia d\u1ef1 \u00e1n AI\/ML<\/span><\/p>\n<p><span style=\"font-weight: 400;\">&#8211; Ki\u1ebfn th\u1ee9c Data Engineer l\u00e0 n\u1ec1n t\u1ea3ng v\u1eefng ch\u1eafc<\/span><\/td>\n<td><span style=\"font-weight: 400;\">&#8211; C\u1ea7n th\u1eddi gian h\u1ecdc th\u00eam Machine Learning, th\u1ed1ng k\u00ea<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Chuy\u1ec3n sang DevOps<\/span><\/td>\n<td><span style=\"font-weight: 400;\">&#8211; \u1ed4n \u0111\u1ecbnh, nhu c\u1ea7u nh\u00e2n s\u1ef1 cao, c\u01a1 h\u1ed9i l\u00e0m nhi\u1ec1u d\u1ef1 \u00e1n<\/span><\/p>\n<p><span style=\"font-weight: 400;\">&#8211; Li\u00ean t\u1ee5c c\u1eadp nh\u1eadt c\u00f4ng ngh\u1ec7, quy tr\u00ecnh hi\u1ec7n \u0111\u1ea1i<\/span><\/td>\n<td><span style=\"font-weight: 400;\">&#8211; T\u00ednh ch\u1ea5t c\u00f4ng vi\u1ec7c kh\u00e1 c\u0103ng th\u1eb3ng, \u0111\u00f2i h\u1ecfi tr\u1ef1c on-call<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Chuy\u1ec3n sang Developer<\/span><\/td>\n<td><span style=\"font-weight: 400;\">&#8211; Nhi\u1ec1u v\u1ecb tr\u00ed tuy\u1ec3n d\u1ee5ng, d\u1ec5 d\u00e0ng t\u00ecm vi\u1ec7c<\/span><\/p>\n<p><span style=\"font-weight: 400;\">&#8211; C\u00f3 th\u1ec3 ph\u00e1t tri\u1ec3n sang Web, Mobile\u2026<\/span><\/td>\n<td><span style=\"font-weight: 400;\">&#8211; Thu nh\u1eadp ban \u0111\u1ea7u c\u00f3 th\u1ec3 th\u1ea5p h\u01a1n Data\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Engineer<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2><span class=\"ez-toc-section\" id=\"Cau_hoi_thuong_gap_ve_luong_Data_Engineer\"><\/span><b>C\u00e2u h\u1ecfi th\u01b0\u1eddng g\u1eb7p v\u1ec1 l\u01b0\u01a1ng Data Engineer<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3><b>Data Engineer c\u00f3 c\u1ea7n b\u1eb1ng \u0111\u1ea1i h\u1ecdc kh\u00f4ng \u0111\u1ec3 c\u00f3 l\u01b0\u01a1ng cao kh\u00f4ng?<\/b><\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-85717\" src=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2025\/04\/luong-data-engineer-3-vippro-1.png\" alt=\"luong-data-engineer itviec blog\" width=\"926\" height=\"224\" srcset=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2025\/04\/luong-data-engineer-3-vippro-1.png 640w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2025\/04\/luong-data-engineer-3-vippro-1-300x73.png 300w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2025\/04\/luong-data-engineer-3-vippro-1-200x48.png 200w\" sizes=\"auto, (max-width: 926px) 100vw, 926px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">D\u1ef1a tr\u00ean B\u00e1o c\u00e1o c\u1ee7a ITviec v\u1ec1 Tr\u00ecnh \u0111\u1ed9 H\u1ecdc v\u1ea5n v\u00e0 Chuy\u00ean ng\u00e0nh IT:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Tr\u00ecnh \u0111\u1ed9 H\u1ecdc v\u1ea5n<\/b><span style=\"font-weight: 400;\">: C\u00f3 \u0111\u1ebfn 80% Data Engineer tham gia kh\u1ea3o s\u00e1t c\u00f3 b\u1eb1ng C\u1eed nh\u00e2n, 4% l\u00e0 Cao \u0111\u1eb3ng, 12% Th\u1ea1c s\u0129 v\u00e0 4% c\u00f2n l\u1ea1i thu\u1ed9c nh\u00f3m \u201cKh\u00e1c\u201d.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Chuy\u00ean ng\u00e0nh IT<\/b><span style=\"font-weight: 400;\">: 92% Data Engineer t\u1ed1t nghi\u1ec7p (Cao \u0111\u1eb3ng\/\u0110\u1ea1i h\u1ecdc) c\u00e1c chuy\u00ean ng\u00e0nh li\u00ean quan \u0111\u1ebfn IT, trong khi 8% c\u00f2n l\u1ea1i l\u00e0 t\u1ef1 h\u1ecdc ho\u1eb7c tham gia c\u00e1c kh\u00f3a ng\u1eafn h\u1ea1n.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">T\u1eeb s\u1ed1 li\u1ec7u tr\u00ean, c\u00f3 th\u1ec3 th\u1ea5y ph\u1ea7n l\u1edbn Data Engineer \u0111\u1ec1u s\u1edf h\u1eefu b\u1eb1ng c\u1ea5p ch\u00ednh quy li\u00ean quan \u0111\u1ebfn IT. Tuy nhi\u00ean, v\u1eabn c\u00f3 m\u1ed9t t\u1ef7 l\u1ec7 nh\u1ea5t \u0111\u1ecbnh kh\u00f4ng \u0111i theo l\u1ed9 tr\u00ecnh truy\u1ec1n th\u1ed1ng m\u00e0 v\u1eabn l\u00e0m trong ng\u00e0nh.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">V\u00ec v\u1eady, Data Engineer kh\u00f4ng b\u1eaft bu\u1ed9c ph\u1ea3i c\u00f3 b\u1eb1ng \u0110\u1ea1i h\u1ecdc, nh\u01b0ng n\u1ebfu b\u1ea1n s\u1edf h\u1eefu b\u1eb1ng C\u1eed nh\u00e2n (ho\u1eb7c cao h\u01a1n) v\u1ec1 Khoa h\u1ecdc M\u00e1y t\u00ednh, To\u00e1n, K\u1ef9 thu\u1eadt\u2026 th\u00ec \u0111\u00f3 l\u00e0 l\u1ee3i th\u1ebf l\u1edbn. N\u1ec1n t\u1ea3ng ki\u1ebfn th\u1ee9c thu\u1eadt to\u00e1n, t\u01b0 duy logic v\u00e0 h\u1ec7 th\u1ed1ng h\u00f3a t\u1eeb ch\u01b0\u01a1ng tr\u00ecnh \u0111\u1ea1i h\u1ecdc s\u1ebd gi\u00fap b\u1ea1n ti\u1ebfn nhanh h\u01a1n trong vi\u1ec7c n\u1eafm v\u1eefng chuy\u00ean m\u00f4n Data Engineering v\u00e0 c\u00f3 m\u1ee9c l\u01b0\u01a1ng t\u1ed1t h\u01a1n.<\/span><\/p>\n<h3><b>N\u00ean b\u1eaft \u0111\u1ea7u t\u1eeb Data Analyst hay Database Engineer tr\u01b0\u1edbc khi tr\u1edf th\u00e0nh Data Engineer?<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">C\u1ea3 2 v\u1ecb tr\u00ed \u0111\u1ec1u kh\u00f4ng b\u1eaft bu\u1ed9c, nh\u01b0ng n\u1ebfu c\u00f3 n\u1ec1n t\u1ea3ng SQL, ki\u1ebfn tr\u00fac DB ho\u1eb7c ph\u00e2n t\u00edch d\u1eef li\u1ec7u, b\u1ea1n s\u1ebd d\u1ec5 chuy\u1ec3n sang Data Engineer h\u01a1n.<\/span><\/p>\n<h3><b>Data Engineer c\u00f3 th\u1ec3 \u0111\u1ea1t m\u1ee9c l\u01b0\u01a1ng 70 tri\u1ec7u\/th\u00e1ng kh\u00f4ng?<\/b><span style=\"font-weight: 400;\"><br \/>\n<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Ho\u00e0n to\u00e0n c\u00f3 th\u1ec3. \u1ede v\u1ecb tr\u00ed Senior, \u0111\u1eb7c bi\u1ec7t n\u1ebfu s\u1edf h\u1eefu k\u1ef9 n\u0103ng Cloud, Big Data, thi\u1ebft k\u1ebf ki\u1ebfn tr\u00fac d\u1eef li\u1ec7u ph\u1ee9c t\u1ea1p, con s\u1ed1 70 tri\u1ec7u\/th\u00e1ng l\u00e0 kh\u1ea3 thi. Trong B\u00e1o c\u00e1o c\u1ee7a ITviec, m\u1ee9c l\u01b0\u01a1ng trung v\u1ecb c\u1ee7a Data Engineer tr\u00ean 8 n\u0103m kinh nghi\u1ec7m \u0111\u1ea1t 67,5 tri\u1ec7u\/ th\u00e1ng.<\/span><\/p>\n<h3><b>C\u00f3 n\u00ean h\u1ecdc ch\u1ee9ng ch\u1ec9 Cloud (AWS, Azure, GCP) \u0111\u1ec3 t\u0103ng l\u01b0\u01a1ng?<\/b><span style=\"font-weight: 400;\"><br \/>\n<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">R\u1ea5t n\u00ean. \u0110\u00e2y l\u00e0 c\u00e1ch nhanh nh\u1ea5t \u0111\u1ec3 ch\u1ee9ng minh n\u0103ng l\u1ef1c tri\u1ec3n khai h\u1ec7 th\u1ed1ng tr\u00ean \u0111\u00e1m m\u00e2y. Nh\u00e0 tuy\u1ec3n d\u1ee5ng th\u01b0\u1eddng \u0111\u00e1nh gi\u00e1 cao \u1ee9ng vi\u00ean c\u00f3 ch\u1ee9ng ch\u1ec9 ch\u00ednh th\u1ed1ng, c\u0169ng nh\u01b0 kinh nghi\u1ec7m th\u1ef1c chi\u1ebfn.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Tong_ket\"><\/span><b>T\u1ed5ng k\u1ebft<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Data Engineer l\u00e0 v\u1ecb tr\u00ed trung t\u00e2m c\u1ee7a d\u00f2ng ch\u1ea3y d\u1eef li\u1ec7u \u2013 \u0111\u00f3ng vai tr\u00f2 x\u00e2y d\u1ef1ng, qu\u1ea3n l\u00fd v\u00e0 t\u1ed1i \u01b0u h\u1ec7 th\u1ed1ng d\u1eef li\u1ec7u l\u1edbn. Nh\u1edd s\u1ef1 ph\u00e1t tri\u1ec3n m\u1ea1nh m\u1ebd c\u1ee7a Big Data, AI, Cloud Computing, Data Engineer c\u00f3 r\u1ea5t nhi\u1ec1u l\u1ef1a ch\u1ecdn v\u1ec1 l\u1ed9 tr\u00ecnh s\u1ef1 nghi\u1ec7p:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u1ede Vi\u1ec7t Nam, b\u1ea1n c\u00f3 th\u1ec3 d\u1ec5 d\u00e0ng deal m\u1ee9c l\u01b0\u01a1ng cao n\u1ebfu n\u1eafm v\u1eefng k\u1ef9 n\u0103ng ETL, Big Data, Cloud.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Tr\u00ean th\u1ebf gi\u1edbi, m\u1ee9c thu nh\u1eadp c\u00f2n cao h\u01a1n g\u1ea5p nhi\u1ec1u l\u1ea7n, \u0111\u1eb7c bi\u1ec7t \u1edf c\u00e1c t\u1eadp \u0111o\u00e0n l\u1edbn.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Ngo\u00e0i ra, v\u1edbi n\u1ec1n t\u1ea3ng d\u1eef li\u1ec7u v\u1eefng ch\u1eafc, b\u1ea1n c\u0169ng c\u00f3 th\u1ec3 linh ho\u1ea1t chuy\u1ec3n sang Cloud Engineer, Data Scientist, DevOps, hay Developer. H\u00e3y t\u1eadp trung n\u00e2ng c\u1ea5p c\u00e1c k\u1ef9 n\u0103ng chuy\u00ean s\u00e2u v\u1ec1 Big Data, Cloud, l\u1eadp tr\u00ecnh, v\u00e0 \u0111\u1eebng qu\u00ean c\u1ea3i thi\u1ec7n k\u1ef9 n\u0103ng m\u1ec1m (giao ti\u1ebfp, teamwork, problem-solving) \u0111\u1ec3 chinh ph\u1ee5c m\u1ee9c thu nh\u1eadp mong mu\u1ed1n v\u00e0 m\u1edf r\u1ed9ng c\u01a1 h\u1ed9i ngh\u1ec1 nghi\u1ec7p.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Trong v\u00e0i n\u0103m tr\u1edf l\u1ea1i \u0111\u00e2y, v\u1ecb tr\u00ed Data Engineer (K\u1ef9 s\u01b0 d\u1eef li\u1ec7u) n\u1ed5i l\u00ean nh\u01b0 m\u1ed9t trong nh\u1eefng v\u1ecb tr\u00ed \u0111\u01b0\u1ee3c s\u0103n \u0111\u00f3n nh\u1ea5t, \u0111\u1eb7c bi\u1ec7t khi c\u00e1c t\u1eadp \u0111o\u00e0n c\u00f4ng ngh\u1ec7 l\u1edbn tr\u00ean th\u1ebf gi\u1edbi \u0111ang \u0111\u1ea7u t\u01b0 m\u1ea1nh m\u1ebd t\u1ea1i Vi\u1ec7t Nam. V\u1edbi vai tr\u00f2 trung t\u00e2m trong vi\u1ec7c x\u00e2y d\u1ef1ng [&hellip;]<\/p>\n","protected":false},"author":222,"featured_media":85746,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_gspb_post_css":"","footnotes":""},"categories":[94],"tags":[],"class_list":["post-85713","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","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 Data Engineer 2025: L\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 n\u00e2ng cao l\u01b0\u01a1ng? - ITviec Blog<\/title>\n<meta name=\"description\" content=\"T\u00ecm hi\u1ec3u m\u1ee9c l\u01b0\u01a1ng Data Engineer t\u1ea1i Vi\u1ec7t Nam v\u00e0 tr\u00ean th\u1ebf gi\u1edbi, k\u1ef9 n\u0103ng c\u1ea7n thi\u1ebft \u0111\u1ec3 th\u0103ng ti\u1ebfn v\u00e0 c\u00e1c c\u01a1 h\u1ed9i s\u1ef1 nghi\u1ec7p v\u1edbi Data Engineer.\" \/>\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\/luong-data-engineer\/\" \/>\n<meta property=\"og:locale\" content=\"vi_VN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"L\u01b0\u01a1ng Data Engineer 2025: L\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 n\u00e2ng cao l\u01b0\u01a1ng?\" \/>\n<meta property=\"og:description\" content=\"Trong v\u00e0i n\u0103m tr\u1edf l\u1ea1i \u0111\u00e2y, v\u1ecb tr\u00ed Data Engineer (K\u1ef9 s\u01b0 d\u1eef li\u1ec7u) n\u1ed5i l\u00ean nh\u01b0 m\u1ed9t trong nh\u1eefng v\u1ecb tr\u00ed \u0111\u01b0\u1ee3c s\u0103n \u0111\u00f3n nh\u1ea5t, \u0111\u1eb7c bi\u1ec7t khi c\u00e1c t\u1eadp \u0111o\u00e0n c\u00f4ng ngh\u1ec7\" \/>\n<meta property=\"og:url\" content=\"https:\/\/itviec.com\/blog\/luong-data-engineer\/\" \/>\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=\"2025-04-05T15:53:57+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-06-17T02:31:33+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2025\/04\/luong-data-engineer-vippro-scaled.png\" \/>\n\t<meta property=\"og:image:width\" content=\"640\" \/>\n\t<meta property=\"og:image:height\" content=\"337\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Nguy\u1ec5n H\u1eefu V\u0103n\" \/>\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=\"Nguy\u1ec5n H\u1eefu V\u0103n\" \/>\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":"L\u01b0\u01a1ng Data Engineer 2025: L\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 n\u00e2ng cao l\u01b0\u01a1ng? 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