{"id":6427,"date":"2023-09-13T08:58:51","date_gmt":"2023-09-13T08:58:51","guid":{"rendered":"https:\/\/topviecit.vn\/blog\/?p=6427"},"modified":"2023-10-04T08:09:47","modified_gmt":"2023-10-04T08:09:47","slug":"data-engineer-hoc-nganh-gi","status":"publish","type":"post","link":"https:\/\/topviecit.vn\/blog\/data-engineer-hoc-nganh-gi\/","title":{"rendered":"Data Engineer h\u1ecdc ng\u00e0nh g\u00ec? \u1ede \u0111\u00e2u? C\u01a1 h\u1ed9i vi\u1ec7c l\u00e0m ra sao?"},"content":{"rendered":"\n<p>Data Engineer l\u00e0 c\u00f4ng vi\u1ec7c hot trong l\u0129nh v\u1ef1c c\u00f4ng ngh\u1ec7, v\u1edbi m\u1ee9c l\u01b0\u01a1ng h\u1ea5p d\u1eabn v\u00e0 c\u01a1 h\u1ed9i th\u0103ng ti\u1ebfn cao. V\u1eady <strong>Data Engineer h\u1ecdc ng\u00e0nh g\u00ec<\/strong>? \u1ede \u0111\u00e2u? C\u01a1 h\u1ed9i vi\u1ec7c l\u00e0m ra sao? B\u00e0i vi\u1ebft thu\u1ed9c chuy\u00ean m\u1ee5c <a href=\"https:\/\/topviecit.vn\/blog\/chuyen-muc\/chia-se-kinh-nghiem\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Chia s\u1ebb kinh nghi\u1ec7m<\/strong><\/a> chi ti\u1ebft ng\u00e0y h\u00f4m nay c\u1ee7a <a href=\"https:\/\/topviecit.vn\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>TopviecIT.vn<\/strong><\/a> s\u1ebd gi\u00fap b\u1ea1n gi\u1ea3i \u0111\u00e1p r\u00f5 h\u01a1n v\u1ec1 c\u00e2u h\u1ecfi Data Engineer h\u1ecdc ng\u00e0nh g\u00ec v\u00e0 c\u00e1c v\u1ea5n \u0111\u1ec1 li\u00ean quan kh\u00e1c.<\/p>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_63 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 \" >Table of Contents<\/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:\/\/topviecit.vn\/blog\/data-engineer-hoc-nganh-gi\/#Data_Engineer_hoc_nganh_gi_O_dau\" title=\"Data Engineer h\u1ecdc ng\u00e0nh g\u00ec? \u1ede \u0111\u00e2u?\">Data Engineer h\u1ecdc ng\u00e0nh g\u00ec? \u1ede \u0111\u00e2u?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/topviecit.vn\/blog\/data-engineer-hoc-nganh-gi\/#Ai_se_phu_hop_voi_nganh_Data_Engineer\" title=\"Ai s\u1ebd ph\u00f9 h\u1ee3p v\u1edbi ng\u00e0nh Data Engineer?\">Ai s\u1ebd ph\u00f9 h\u1ee3p v\u1edbi ng\u00e0nh Data Engineer?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/topviecit.vn\/blog\/data-engineer-hoc-nganh-gi\/#Co_hoi_viec_lam_cho_sinh_vien_nganh_Data_Engineer\" title=\"C\u01a1 h\u1ed9i vi\u1ec7c l\u00e0m cho sinh vi\u00ean ng\u00e0nh Data Engineer\">C\u01a1 h\u1ed9i vi\u1ec7c l\u00e0m cho sinh vi\u00ean ng\u00e0nh Data Engineer<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/topviecit.vn\/blog\/data-engineer-hoc-nganh-gi\/#Data_Engineer\" title=\"Data Engineer\">Data Engineer<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/topviecit.vn\/blog\/data-engineer-hoc-nganh-gi\/#Data_Analysis\" title=\"Data Analysis\">Data Analysis<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/topviecit.vn\/blog\/data-engineer-hoc-nganh-gi\/#Business_Analyst\" title=\"Business Analyst\">Business Analyst<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/topviecit.vn\/blog\/data-engineer-hoc-nganh-gi\/#AI_Developer\" title=\"AI Developer\">AI Developer<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/topviecit.vn\/blog\/data-engineer-hoc-nganh-gi\/#Database_Administrator\" title=\"Database Administrator\">Database Administrator<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Data_Engineer_hoc_nganh_gi_O_dau\"><\/span><strong>Data Engineer h\u1ecdc ng\u00e0nh g\u00ec? \u1ede \u0111\u00e2u?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u0110\u1ec3 tr\u1edf th\u00e0nh <strong><a href=\"https:\/\/topviecit.vn\/blog\/data-engineer-la-gi\/\" target=\"_blank\" rel=\"noreferrer noopener\">Data Engineer<\/a><\/strong>, b\u1ea1n c\u00f3 th\u1ec3 h\u1ecdc nh\u1eefng ng\u00e0nh ngh\u1ec1 li\u00ean quan \u0111\u1ebfn d\u1eef li\u1ec7u, c\u00f4ng ngh\u1ec7 th\u00f4ng tin. D\u01b0\u1edbi \u0111\u00e2y s\u1ebd l\u00e0 m\u1ed9t s\u1ed1 nh\u00f3m ng\u00e0nh \u0111\u1ec3 gi\u00fap b\u1ea1n gi\u1ea3i \u0111\u00e1p \u0111\u01b0\u1ee3c v\u1ea5n \u0111\u1ec1 ng\u00e0nh Data Engineer h\u1ecdc ng\u00e0nh g\u00ec v\u00e0 h\u1ecdc \u1edf \u0111\u00e2u:<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td><strong>STT<\/strong><\/td><td><strong>Ng\u00e0nh h\u1ecdc<\/strong><\/td><td><strong>Tr\u01b0\u1eddng \u0111\u00e0o t\u1ea1o<\/strong><\/td><\/tr><tr><td>1<\/td><td>M\u1ea1ng m\u00e1y t\u00ednh v\u00e0 truy\u1ec1n th\u00f4ng d\u1eef li\u1ec7u (TTDL)<\/td><td>&#8211; (\u0110H) Nguy\u1ec5n T\u1ea5t Th\u00e0nh<br>&#8211; \u0110H D\u00e2n L\u1eadp Duy T\u00e2n<br>&#8211; \u0110H Gia \u0110\u1ecbnh<br>&#8211; \u0110H Nam C\u1ea7n Th\u01a1<br>&#8211; \u0110H D\u00e2n L\u1eadp V\u0103n Lang<br>&#8211; \u0110H C\u00f4ng Nghi\u1ec7p H\u00e0 N\u1ed9i<br>&#8211; \u0110H Giao Th\u00f4ng V\u1eadn T\u1ea3i TPHCM<br>&#8211; H\u1ecdc Vi\u1ec7n C\u00f4ng Ngh\u1ec7 B\u01b0u Ch\u00ednh Vi\u1ec5n Th\u00f4ng<br>&#8211; \u0110H C\u00f4ng Ngh\u1ec7 Th\u00f4ng Tin (\u0110HQG HCM).<\/td><\/tr><tr><td>2<\/td><td><a href=\"https:\/\/topviecit.vn\/blog\/khoa-hoc-du-lieu-va-tri-tue-nhan-tao\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/strong><\/a> (AI)<\/td><td>&#8211; \u0110H Phenikaa, Khoa K\u1ef9 thu\u1eadt v\u00e0 C\u00f4ng ngh\u1ec7<br>&#8211; \u0110H Hu\u1ebf<br>&#8211; \u0110H Th\u1ee7y L\u1ee3i<br>&#8211; \u0110H B\u00e1ch Khoa H\u00e0 N\u1ed9i<br>&#8211; \u0110H \u0110\u00f4ng \u00c1<br>&#8211; H\u1ecdc Vi\u1ec7n N\u00f4ng Nghi\u1ec7p Vi\u1ec7t Nam<\/td><\/tr><tr><td>3<\/td><td>K\u1ef9 thu\u1eadt d\u1eef li\u1ec7u<\/td><td>\u0110H S\u01b0 Ph\u1ea1m K\u1ef9 Thu\u1eadt TPHCM<\/td><\/tr><tr><td>4<\/td><td>Khoa h\u1ecdc d\u1eef li\u1ec7u<\/td><td>&#8211; \u0110H D\u00e2n L\u1eadp V\u0103n Lang<br>&#8211; \u0110H Kinh T\u1ebf -T\u00e0i ch\u00ednh TPHCM<br>&#8211; \u0110H C\u00f4ng Ngh\u1ec7 TP.HCM<br>&#8211; \u0110H D\u00e2n L\u1eadp Duy T\u00e2n<br>&#8211; \u0110H \u0110\u00e0 L\u1ea1t<br>&#8211; \u0110H Giao Th\u00f4ng V\u1eadn T\u1ea3i TP.HCM<br>&#8211; \u0110H Kinh T\u1ebf Qu\u1ed1c D\u00e2n<br>&#8211; \u0110H C\u00f4ng Th\u01b0\u01a1ng TPHCM<br>&#8211; \u0110H C\u00f4ng Ngh\u1ec7 TP.HCM<br>&#8211; \u0110H C\u00f4ng Ngh\u1ec7 Th\u00f4ng Tin (\u0110HQG HCM)<br>&#8211; \u0110H Khoa H\u1ecdc T\u1ef1 Nhi\u00ean (\u0110HQGHN)<\/td><\/tr><tr><td>5<\/td><td>Ph\u00e2n t\u00edch d\u1eef li\u1ec7u kinh doanh<\/td><td>\u0110H C\u00f4ng Nghi\u1ec7p H\u00e0 N\u1ed9i, Tr\u01b0\u1eddng Qu\u1ed1c T\u1ebf (\u0110HQGHN)<\/td><\/tr><tr><td>6<\/td><td>Khoa h\u1ecdc d\u1eef li\u1ec7u (KHDL) v\u00e0 ph\u00e2n t\u00edch kinh doanh<\/td><td>\u0110H Kinh T\u1ebf &#8211; \u0110H \u0110\u00e0 N\u1eb5ng<\/td><\/tr><tr><td>7<\/td><td>Qu\u1ea3n tr\u1ecb v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u<\/td><td>\u0110H M\u1ecf \u0110\u1ecba Ch\u1ea5t<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>Xem th\u00eam: <strong><a href=\"https:\/\/topviecit.vn\/blog\/lap-trinh-vien-hoc-truong-nao\/\" target=\"_blank\" rel=\"noreferrer noopener\">L\u1eadp Tr\u00ecnh Vi\u00ean H\u1ecdc Tr\u01b0\u1eddng N\u00e0o T\u1ed1t \u1ede Vi\u1ec7t Nam?<\/a><\/strong><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"500\" src=\"https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/09\/data-engineer-hoc-nganh-gi-topcv-1.jpg\" alt=\"C\u00f3 nhi\u1ec1u ng\u00e0nh h\u1ecdc ph\u00f9 h\u1ee3p khi t\u00ecm hi\u1ec3u v\u1ec1 Data Engineer h\u1ecdc ng\u00e0nh g\u00ec\" class=\"wp-image-6431\" srcset=\"https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/09\/data-engineer-hoc-nganh-gi-topcv-1.jpg 800w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/09\/data-engineer-hoc-nganh-gi-topcv-1-640x400.jpg 640w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/09\/data-engineer-hoc-nganh-gi-topcv-1-768x480.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\"><em>C\u00f3 nhi\u1ec1u ng\u00e0nh h\u1ecdc ph\u00f9 h\u1ee3p khi t\u00ecm hi\u1ec3u v\u1ec1 Data Engineer h\u1ecdc ng\u00e0nh g\u00ec<\/em><\/figcaption><\/figure><\/div>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Ai_se_phu_hop_voi_nganh_Data_Engineer\"><\/span><strong>Ai s\u1ebd ph\u00f9 h\u1ee3p v\u1edbi ng\u00e0nh Data Engineer?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>B\u00ean c\u1ea1nh v\u1ea5n \u0111\u1ec1 Data Engineer h\u1ecdc ng\u00e0nh g\u00ec, b\u1ea1n c\u0169ng c\u00f3 th\u1ec3 quan t\u00e2m \u0111\u1ebfn kh\u00eda c\u1ea1nh ai s\u1ebd ph\u00f9 h\u1ee3p v\u1edbi ng\u00e0nh Data Engineer. Tr\u00ean th\u1ef1c t\u1ebf, b\u1ea5t k\u1ef3 ai c\u0169ng c\u00f3 th\u1ec3 h\u1ecdc v\u00e0 l\u00e0m vi\u1ec7c trong ng\u00e0nh ngh\u1ec1 n\u00e0y. Tuy v\u1eady,&nbsp; \u0111\u00f2i h\u1ecfi m\u1ed9t lo\u1ea1t c\u00e1c k\u1ef9 n\u0103ng v\u00e0 ki\u1ebfn th\u1ee9c, v\u00e0 n\u00f3 th\u01b0\u1eddng ph\u00f9 h\u1ee3p cho nh\u1eefng ng\u01b0\u1eddi c\u00f3 s\u1ef1 k\u1ebft h\u1ee3p gi\u1eefa kh\u1ea3 n\u0103ng k\u1ef9 thu\u1eadt v\u00e0 ki\u1ebfn th\u1ee9c v\u1ec1 d\u1eef li\u1ec7u.<\/p>\n\n\n\n<p>B\u1ea1n c\u00f3 th\u1ec3 xem x\u00e9t m\u1ed9t s\u1ed1 \u0111\u1eb7c \u0111i\u1ec3m sau \u0111\u00e2y \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh xem b\u1ea1n c\u00f3 ph\u00f9 h\u1ee3p v\u1edbi ng\u00e0nh Data Engineer hay kh\u00f4ng:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>B\u1ea1n c\u00f3 s\u1edf th\u00edch ho\u1eb7c \u0111am m\u00ea v\u1edbi l\u0129nh v\u1ef1c c\u00f4ng ngh\u1ec7 th\u00f4ng tin, c\u00f3 kh\u1ea3 n\u0103ng h\u1ecdc h\u1ecfi nhanh v\u00e0 th\u00edch \u1ee9ng v\u1edbi c\u00e1c c\u00f4ng ngh\u1ec7 m\u1edbi.<\/li>\n\n\n\n<li>B\u1ea1n c\u00f3 kh\u1ea3 n\u0103ng t\u01b0 duy logic v\u00e0 kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u \u0111\u1ec3 \u0111\u01b0a ra c\u00e1c gi\u1ea3i ph\u00e1p hi\u1ec7u qu\u1ea3.<\/li>\n\n\n\n<li>B\u1ea1n c\u00f3 k\u1ef9 n\u0103ng l\u00e0m vi\u1ec7c nh\u00f3m t\u1ed1t \u0111\u1ec3 ph\u1ed1i h\u1ee3p v\u00e0 ho\u00e0n th\u00e0nh c\u00e1c d\u1ef1 \u00e1n.<\/li>\n<\/ul>\n\n\n\n<p>Xem th\u00eam: <strong><a href=\"https:\/\/topviecit.vn\/blog\/lo-trinh-thang-tien-data-engineer\/\" target=\"_blank\" rel=\"noreferrer noopener\">L\u1ed9 tr\u00ecnh th\u0103ng ti\u1ebfn Data Engineer m\u1edbi nh\u1ea5t<\/a><\/strong><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"500\" src=\"https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/09\/data-engineer-hoc-nganh-gi-topcv-2.jpg\" alt=\"Data Engineer s\u1ebd ph\u00f9 h\u1ee3p v\u1edbi nh\u1eefng b\u1ea1n y\u00eau th\u00edch l\u00e0m vi\u1ec7c v\u1edbi d\u1eef li\u1ec7u\" class=\"wp-image-6430\" srcset=\"https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/09\/data-engineer-hoc-nganh-gi-topcv-2.jpg 800w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/09\/data-engineer-hoc-nganh-gi-topcv-2-640x400.jpg 640w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/09\/data-engineer-hoc-nganh-gi-topcv-2-768x480.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\"><em>Data Engineer s\u1ebd ph\u00f9 h\u1ee3p v\u1edbi nh\u1eefng b\u1ea1n y\u00eau th\u00edch l\u00e0m vi\u1ec7c v\u1edbi d\u1eef li\u1ec7u<\/em><\/figcaption><\/figure><\/div>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Co_hoi_viec_lam_cho_sinh_vien_nganh_Data_Engineer\"><\/span><strong>C\u01a1 h\u1ed9i vi\u1ec7c l\u00e0m cho sinh vi\u00ean ng\u00e0nh Data Engineer<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>B\u00ean c\u1ea1nh h\u1ecdc v\u00e0 l\u00e0m v\u1ec1 ng\u00e0nh Data Engineer, b\u1ea1n c\u0169ng s\u1ebd c\u00f3 nhi\u1ec1u c\u01a1 h\u1ed9i vi\u1ec7c l\u00e0m kh\u00e1c khi h\u1ecdc c\u00e1c ng\u00e0nh li\u00ean quan \u0111\u1ebfn d\u1eef li\u1ec7u. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 ng\u00e0nh ngh\u1ec1 m\u00e0 b\u1ea1n c\u00f3 th\u1ec3 tham kh\u1ea3o:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Data_Engineer\"><\/span><strong>Data Engineer<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Data Engineer l\u00e0 m\u1ed9t ng\u01b0\u1eddi chuy\u00ean v\u1ec1 x\u00e2y d\u1ef1ng v\u00e0 duy tr\u00ec h\u1ec7 th\u1ed1ng d\u1eef li\u1ec7u. C\u00f4ng vi\u1ec7c ch\u00ednh c\u1ee7a h\u1ecd l\u00e0 thu th\u1eadp, x\u1eed l\u00fd, v\u00e0 l\u01b0u tr\u1eef d\u1eef li\u1ec7u, \u0111\u1ea3m b\u1ea3o r\u1eb1ng d\u1eef li\u1ec7u c\u00f3 s\u1eb5n v\u00e0 s\u1ea1ch s\u1ebd \u0111\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng cho c\u00e1c m\u1ee5c \u0111\u00edch ph\u00e2n t\u00edch v\u00e0 kinh doanh. Data Engineers th\u01b0\u1eddng l\u00e0m vi\u1ec7c v\u1edbi c\u00e1c c\u00f4ng c\u1ee5 v\u00e0 h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd c\u01a1 s\u1edf d\u1eef li\u1ec7u, ETL (Extract, Transform, Load), v\u00e0 c\u00e1c c\u00f4ng ngh\u1ec7 Big Data \u0111\u1ec3 x\u1eed l\u00fd d\u1eef li\u1ec7u l\u1edbn v\u00e0 ph\u1ee9c t\u1ea1p.<\/p>\n\n\n\n<p>Xem th\u00eam: <strong><a href=\"https:\/\/topviecit.vn\/blog\/luong-data-engineer\/\" target=\"_blank\" rel=\"noreferrer noopener\">L\u01b0\u01a1ng Data Engineer c\u00f3 cao kh\u00f4ng? Nh\u1eefng k\u1ef9 n\u0103ng \u0111\u1ec3 t\u0103ng l\u01b0\u01a1ng<\/a><\/strong><\/p>\n\n\n\n<p><strong><em>>>> \u1ee8ng tuy\u1ec3n c\u00e1c <\/em><\/strong><a href=\"https:\/\/www.topcv.vn\/tim-viec-lam-data-engineer\" target=\"_blank\" rel=\"noreferrer noopener\"><em><strong>vi\u1ec7c l\u00e0m Data Engineer<\/strong><\/em><\/a><strong><em> m\u1edbi nh\u1ea5t t\u1ea1i TopCV.vn<\/em><\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Data_Analysis\"><\/span><strong>Data Analysis<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Data Analysis l\u00e0 qu\u00e1 tr\u00ecnh s\u1eed d\u1ee5ng c\u00e1c ph\u01b0\u01a1ng ph\u00e1p v\u00e0 c\u00f4ng c\u1ee5 \u0111\u1ec3 t\u00ecm hi\u1ec3u, hi\u1ec3u v\u00e0 r\u00fat ra th\u00f4ng tin h\u1eefu \u00edch t\u1eeb d\u1eef li\u1ec7u. Nh\u00e2n vi\u00ean Data Analysis s\u1ebd l\u00e0 ng\u01b0\u1eddi l\u00e0m vi\u1ec7c trong l\u0129nh v\u1ef1c ph\u00e2n t\u00edch d\u1eef li\u1ec7u. Data Analysts ch\u1ecbu tr\u00e1ch nhi\u1ec7m thu th\u1eadp, bi\u1ebfn \u0111\u1ed5i, ph\u00e2n t\u00edch d\u1eef li\u1ec7u \u0111\u1ec3 tr\u00edch xu\u1ea5t th\u00f4ng tin h\u1eefu \u00edch v\u00e0 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh.<\/p>\n\n\n\n<p><strong><em>>>> T\u1ed5ng h\u1ee3p c\u00e1c <a href=\"https:\/\/www.topcv.vn\/tim-viec-lam-data-analysis\" target=\"_blank\" rel=\"noreferrer noopener\">vi\u1ec7c l\u00e0m Data Analysis<\/a> ch\u1ea5t l\u01b0\u1ee3ng t\u1ea1i TopCV.vn<\/em><\/strong><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"500\" src=\"https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/09\/data-engineer-hoc-nganh-gi-topcv-3.jpg\" alt=\"B\u1ea1n c\u00f3 th\u1ec3 tr\u1edf th\u00e0nh Data Analysis khi h\u1ecdc c\u00e1c ng\u00e0nh li\u00ean quan \u0111\u1ebfn Data Engineer\" class=\"wp-image-6429\" srcset=\"https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/09\/data-engineer-hoc-nganh-gi-topcv-3.jpg 800w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/09\/data-engineer-hoc-nganh-gi-topcv-3-640x400.jpg 640w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/09\/data-engineer-hoc-nganh-gi-topcv-3-768x480.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\"><em>B\u1ea1n c\u00f3 th\u1ec3 tr\u1edf th\u00e0nh Data Analysis khi h\u1ecdc c\u00e1c ng\u00e0nh li\u00ean quan \u0111\u1ebfn Data Engineer<\/em><\/figcaption><\/figure><\/div>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Business_Analyst\"><\/span><strong>Business Analyst<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Business Analyst (BA) l\u00e0 ng\u01b0\u1eddi chuy\u00ean nghi\u00ean c\u1ee9u, ph\u00e2n t\u00edch, v\u00e0 \u0111\u00e1nh gi\u00e1 c\u00e1c quy tr\u00ecnh kinh doanh, h\u1ec7 th\u1ed1ng, v\u00e0 d\u1ef1 \u00e1n trong m\u1ed9t t\u1ed5 ch\u1ee9c. M\u1ee5c ti\u00eau ch\u00ednh c\u1ee7a Business Analyst l\u00e0 hi\u1ec3u r\u00f5 nhu c\u1ea7u v\u00e0 y\u00eau c\u1ea7u c\u1ee7a doanh nghi\u1ec7p v\u00e0 sau \u0111\u00f3 \u0111\u1ec1 xu\u1ea5t c\u00e1c gi\u1ea3i ph\u00e1p \u0111\u1ec3 c\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t ho\u1eb7c th\u00fac \u0111\u1ea9y s\u1ef1 ph\u00e1t tri\u1ec3n.<\/p>\n\n\n\n<p>Xem th\u00eam: <strong><a href=\"https:\/\/topviecit.vn\/blog\/luong-business-analyst\/\" target=\"_blank\" rel=\"noreferrer noopener\">C\u1eadp Nh\u1eadt L\u01b0\u01a1ng Business Analyst 2023 M\u1edbi Nh\u1ea5t [Th\u1ed1ng K\u00ea Chi Ti\u1ebft]<\/a><\/strong><\/p>\n\n\n\n<p><strong><em>>>> \u1ee8ng tuy\u1ec3n c\u00e1c <a href=\"https:\/\/www.topcv.vn\/tim-viec-lam-business-analyst\" target=\"_blank\" rel=\"noreferrer noopener\">vi\u1ec7c l\u00e0m Business Analyst<\/a> l\u01b0\u01a1ng cao t\u1ea1i TopCV.vn<\/em><\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"AI_Developer\"><\/span><strong>AI Developer<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>AI Developer (nh\u00e0 ph\u00e1t tri\u1ec3n tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o) l\u00e0 ng\u01b0\u1eddi chuy\u00ean t\u1ea1o ra v\u00e0 ph\u00e1t tri\u1ec3n \u1ee9ng d\u1ee5ng, h\u1ec7 th\u1ed1ng, v\u00e0 c\u00f4ng ngh\u1ec7 s\u1eed d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI). C\u00f4ng vi\u1ec7c c\u1ee7a AI Developer li\u00ean quan \u0111\u1ebfn vi\u1ec7c x\u00e2y d\u1ef1ng c\u00e1c m\u00f4 h\u00ecnh m\u00e1y h\u1ecdc, h\u1ecdc s\u00e2u (deep learning), x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean (NLP), c\u00e1c gi\u1ea3i thu\u1eadt th\u00f4ng minh kh\u00e1c \u0111\u1ec3 gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 ph\u1ee9c t\u1ea1p ho\u1eb7c t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c nhi\u1ec7m v\u1ee5.<\/p>\n\n\n\n<p><strong>Xem th\u00eam: <a href=\"https:\/\/topviecit.vn\/blog\/luong-nganh-tri-tue-nhan-tao\/\" target=\"_blank\" rel=\"noreferrer noopener\">Chi Ti\u1ebft V\u1ec1 L\u01b0\u01a1ng Ng\u00e0nh Tr\u00ed Tu\u1ec7 Nh\u00e2n T\u1ea1o Hi\u1ec7n Nay L\u00e0 Bao Nhi\u00eau?<\/a><\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Database_Administrator\"><\/span><strong>Database Administrator<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Database Administrator &#8211; Qu\u1ea3n tr\u1ecb vi\u00ean c\u01a1 s\u1edf d\u1eef li\u1ec7u (DBA) l\u00e0 m\u1ed9t chuy\u00ean gia CNTT ch\u1ecbu tr\u00e1ch nhi\u1ec7m qu\u1ea3n l\u00fd v\u00e0 b\u1ea3o tr\u00ec c\u00e1c <a href=\"https:\/\/topviecit.vn\/blog\/co-so-du-lieu-la-gi\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>c\u01a1 s\u1edf d\u1eef li\u1ec7u<\/strong><\/a>. H\u1ecd \u0111\u1ea3m b\u1ea3o r\u1eb1ng d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c l\u01b0u tr\u1eef v\u00e0 truy xu\u1ea5t ch\u00ednh x\u00e1c, c\u0169ng nh\u01b0 h\u1ec7 th\u1ed1ng ho\u1ea1t \u0111\u1ed9ng hi\u1ec7u qu\u1ea3 v\u00e0 an to\u00e0n.<\/p>\n\n\n\n<p><strong><em>>>> Apply  <\/em><\/strong><a href=\"https:\/\/www.topcv.vn\/tim-viec-lam-database-administrator\" target=\"_blank\" rel=\"noreferrer noopener\"><em><strong>vi\u1ec7c l\u00e0m Database Administrator<\/strong><\/em><\/a><strong><em> t\u1eeb nh\u1eefng doanh nghi\u1ec7p h\u00e0ng \u0111\u1ea7u t\u1ea1i TopCV.vn<\/em><\/strong><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"500\" src=\"https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/09\/data-engineer-hoc-nganh-gi-topcv-4.jpg\" alt=\"Database Administrator \u0111ang ng\u00e0y c\u00e0ng \u0111\u01b0\u1ee3c tuy\u1ec3n d\u1ee5ng nhi\u1ec1u h\u01a1n\" class=\"wp-image-6428\" srcset=\"https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/09\/data-engineer-hoc-nganh-gi-topcv-4.jpg 800w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/09\/data-engineer-hoc-nganh-gi-topcv-4-640x400.jpg 640w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/09\/data-engineer-hoc-nganh-gi-topcv-4-768x480.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\"><em>Database Administrator \u0111ang ng\u00e0y c\u00e0ng \u0111\u01b0\u1ee3c tuy\u1ec3n d\u1ee5ng nhi\u1ec1u h\u01a1n<\/em><\/figcaption><\/figure><\/div>\n\n\n<p>Hy v\u1ecdng v\u1edbi b\u00e0i vi\u1ebft n\u00e0y, b\u1ea1n s\u1ebd gi\u1ea3i \u0111\u00e1p \u0111\u01b0\u1ee3c c\u00e2u h\u1ecfi<strong> Data Engineer h\u1ecdc ng\u00e0nh g\u00ec<\/strong>, \u1edf \u0111\u00e2u v\u00e0 c\u01a1 h\u1ed9i vi\u1ec7c l\u00e0m ra sao. \u0110\u1ec3 tr\u1edf th\u00e0nh m\u1ed9t Data Engineer gi\u1ecfi, b\u1ea1n c\u1ea7n c\u00f3 ki\u1ebfn th\u1ee9c chuy\u00ean m\u00f4n v\u1eefng v\u00e0ng v\u00e0 k\u1ef9 n\u0103ng th\u1ef1c h\u00e0nh t\u1ed1t. B\u00ean c\u1ea1nh \u0111\u00f3, b\u1ea1n c\u0169ng c\u00f3 th\u1ec3 truy c\u1eadp v\u00e0o website <a href=\"https:\/\/www.topcv.vn\/t\"><strong>TopCV.vn<\/strong><\/a><strong> <\/strong>\u0111\u1ec3 t\u00ecm ki\u1ebfm c\u00e1c c\u00f4ng vi\u1ec7c ph\u00f9 h\u1ee3p sau khi h\u1ecdc Data Engineer.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Data Engineer l\u00e0 c\u00f4ng vi\u1ec7c hot trong l\u0129nh v\u1ef1c c\u00f4ng ngh\u1ec7, v\u1edbi m\u1ee9c l\u01b0\u01a1ng h\u1ea5p d\u1eabn v\u00e0 c\u01a1 h\u1ed9i th\u0103ng ti\u1ebfn cao. V\u1eady Data Engineer h\u1ecdc ng\u00e0nh g\u00ec? \u1ede \u0111\u00e2u? C\u01a1 h\u1ed9i vi\u1ec7c l\u00e0m ra sao? B\u00e0i vi\u1ebft thu\u1ed9c chuy\u00ean m\u1ee5c Chia s\u1ebb kinh nghi\u1ec7m chi ti\u1ebft ng\u00e0y h\u00f4m nay c\u1ee7a TopviecIT.vn s\u1ebd gi\u00fap b\u1ea1n [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":6432,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"cybocfi_hide_featured_image":"","footnotes":""},"categories":[86],"tags":[],"class_list":["post-6427","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-chia-se-kinh-nghiem"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Data Engineer h\u1ecdc ng\u00e0nh g\u00ec? \u1ede \u0111\u00e2u? C\u01a1 h\u1ed9i vi\u1ec7c l\u00e0m ra sao?<\/title>\n<meta name=\"description\" content=\"Data Engineer l\u00e0 c\u00f4ng vi\u1ec7c hot trong l\u0129nh v\u1ef1c c\u00f4ng ngh\u1ec7, v\u1edbi m\u1ee9c l\u01b0\u01a1ng h\u1ea5p d\u1eabn v\u00e0 c\u01a1 h\u1ed9i th\u0103ng ti\u1ebfn cao. V\u1eady Data Engineer h\u1ecdc ng\u00e0nh g\u00ec?\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/topviecit.vn\/blog\/data-engineer-hoc-nganh-gi\/\" \/>\n<meta property=\"og:locale\" content=\"vi_VN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Data Engineer h\u1ecdc ng\u00e0nh g\u00ec? \u1ede \u0111\u00e2u? C\u01a1 h\u1ed9i vi\u1ec7c l\u00e0m ra sao?\" \/>\n<meta property=\"og:description\" content=\"Data Engineer l\u00e0 c\u00f4ng vi\u1ec7c hot trong l\u0129nh v\u1ef1c c\u00f4ng ngh\u1ec7, v\u1edbi m\u1ee9c l\u01b0\u01a1ng h\u1ea5p d\u1eabn v\u00e0 c\u01a1 h\u1ed9i th\u0103ng ti\u1ebfn cao. 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