{"id":6405,"date":"2023-09-11T14:41:59","date_gmt":"2023-09-11T14:41:59","guid":{"rendered":"https:\/\/topviecit.vn\/blog\/?p=6405"},"modified":"2023-09-15T09:09:00","modified_gmt":"2023-09-15T09:09:00","slug":"luong-data-engineer","status":"publish","type":"post","link":"https:\/\/topviecit.vn\/blog\/luong-data-engineer\/","title":{"rendered":"L\u01b0\u01a1ng Data Engineer c\u00f3 cao kh\u00f4ng? K\u1ef9 n\u0103ng c\u1ea7n c\u00f3 gi\u00fap t\u0103ng l\u01b0\u01a1ng"},"content":{"rendered":"\n<p><strong>L\u01b0\u01a1ng Data Engineer<\/strong> c\u00f3 cao kh\u00f4ng l\u00e0 c\u00e2u h\u1ecfi \u0111\u01b0\u1ee3c nhi\u1ec1u ng\u01b0\u1eddi quan t\u00e2m, \u0111\u1eb7c bi\u1ec7t l\u00e0 nh\u1eefng ai \u0111ang theo \u0111u\u1ed5i l\u0129nh v\u1ef1c n\u00e0y. N\u1ebfu b\u1ea1n c\u0169ng \u0111ang t\u00ecm hi\u1ec3u v\u1ea5n \u0111\u1ec1 n\u00e0y, 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> sau \u0111\u00e2y c\u1ee7a <a href=\"https:\/\/topviecit.vn\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>TopviecIT.vn<\/strong><\/a> s\u1ebd cung c\u1ea5p th\u00f4ng tin v\u1ec1 m\u1ee9c l\u01b0\u01a1ng Data Engineer hi\u1ec7n nay, c\u0169ng nh\u01b0 nh\u1eefng k\u1ef9 n\u0103ng gi\u00fap b\u1ea1n t\u0103ng l\u01b0\u01a1ng hi\u1ec7u qu\u1ea3.<\/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\/luong-data-engineer\/#Luong_Data_Engineer_co_cao_khong\" title=\"L\u01b0\u01a1ng Data Engineer c\u00f3 cao kh\u00f4ng?\">L\u01b0\u01a1ng Data Engineer c\u00f3 cao kh\u00f4ng?<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/topviecit.vn\/blog\/luong-data-engineer\/#Muc_luong_Data_Engineer_theo_Salary_Expert\" title=\"M\u1ee9c l\u01b0\u01a1ng Data Engineer theo Salary Expert\">M\u1ee9c l\u01b0\u01a1ng Data Engineer theo Salary Expert<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/topviecit.vn\/blog\/luong-data-engineer\/#Muc_luong_Data_Engineer_theo_khao_sat_khac\" title=\"M\u1ee9c l\u01b0\u01a1ng Data Engineer theo kh\u1ea3o s\u00e1t kh\u00e1c\">M\u1ee9c l\u01b0\u01a1ng Data Engineer theo kh\u1ea3o s\u00e1t kh\u00e1c<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/topviecit.vn\/blog\/luong-data-engineer\/#Du_doan_xu_huong_tang_luong_sap_toi\" title=\"D\u1ef1 \u0111o\u00e1n xu h\u01b0\u1edbng t\u0103ng l\u01b0\u01a1ng s\u1eafp t\u1edbi\">D\u1ef1 \u0111o\u00e1n xu h\u01b0\u1edbng t\u0103ng l\u01b0\u01a1ng s\u1eafp t\u1edbi<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/topviecit.vn\/blog\/luong-data-engineer\/#Nhung_ky_nang_can_co_de_tang_luong\" title=\"Nh\u1eefng k\u1ef9 n\u0103ng c\u1ea7n c\u00f3 \u0111\u1ec3 t\u0103ng l\u01b0\u01a1ng?\">Nh\u1eefng k\u1ef9 n\u0103ng c\u1ea7n c\u00f3 \u0111\u1ec3 t\u0103ng l\u01b0\u01a1ng?<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/topviecit.vn\/blog\/luong-data-engineer\/#Nang_cao_ky_nang_chuyen_mon\" title=\"N\u00e2ng cao k\u1ef9 n\u0103ng chuy\u00ean m\u00f4n\">N\u00e2ng cao k\u1ef9 n\u0103ng chuy\u00ean m\u00f4n<\/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\/luong-data-engineer\/#Ren_luyen_them_ky_nang_mem\" title=\"R\u00e8n luy\u1ec7n th\u00eam k\u1ef9 n\u0103ng m\u1ec1m\">R\u00e8n luy\u1ec7n th\u00eam k\u1ef9 n\u0103ng m\u1ec1m<\/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\/luong-data-engineer\/#Tich_luy_kinh_nghiem_khi_co_the\" title=\"T\u00edch l\u0169y kinh nghi\u1ec7m khi c\u00f3 th\u1ec3\">T\u00edch l\u0169y kinh nghi\u1ec7m khi c\u00f3 th\u1ec3<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Luong_Data_Engineer_co_cao_khong\"><\/span><strong>L\u01b0\u01a1ng Data Engineer c\u00f3 cao kh\u00f4ng?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>So v\u1edbi m\u1eb7t b\u1eb1ng thu nh\u1eadp chung t\u1ea1i th\u1ecb tr\u01b0\u1eddng Vi\u1ec7t Nam hi\u1ec7n nay, c\u00f3 th\u1ec3 nh\u1eadn \u0111\u1ecbnh r\u1eb1ng m\u1ee9c l\u01b0\u01a1ng <strong><a href=\"https:\/\/topviecit.vn\/blog\/data-engineer-la-gi\/\" target=\"_blank\" rel=\"noreferrer noopener\">Data Engineer<\/a><\/strong> hi\u1ec7n nay l\u00e0 kh\u00e1 cao. B\u1ea1n c\u0169ng c\u00f3 th\u1ec3 tham kh\u1ea3o m\u1ee9c l\u01b0\u01a1ng trung b\u00ecnh c\u1ee7a v\u1ecb tr\u00ed n\u00e0y t\u1eeb nhi\u1ec1u ngu\u1ed3n kh\u1ea3o s\u00e1t kh\u00e1c nhau nh\u01b0 sau:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Muc_luong_Data_Engineer_theo_Salary_Expert\"><\/span><strong>M\u1ee9c l\u01b0\u01a1ng Data Engineer theo Salary Expert<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>M\u1ee9c l\u01b0\u01a1ng trung b\u00ecnh c\u1ee7a Data Engineer theo kh\u1ea3o s\u00e1t c\u1ee7a <strong>Salary Expert <\/strong>tham kh\u1ea3o nh\u01b0 sau:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>M\u1ee9c l\u01b0\u01a1ng c\u01a1 b\u1ea3n trung b\u00ecnh: 587.421.750 \u0111\u1ed3ng\/n\u0103m, t\u01b0\u01a1ng \u0111\u01b0\u01a1ng v\u1edbi 48.951.812 \u0111\u1ed3ng\/th\u00e1ng.<\/li>\n\n\n\n<li>M\u1ee9c l\u01b0\u01a1ng c\u01a1 b\u1ea3n m\u1ed7i gi\u1edd: 282.414 \u0111\u1ed3ng\/gi\u1edd.<\/li>\n<\/ul>\n\n\n\n<p>Theo Salary, m\u1ee9c l\u01b0\u01a1ng trung b\u00ecnh \u0111\u1ed1i v\u1edbi t\u1eebng c\u1ea5p b\u1eadc kinh nghi\u1ec7m nh\u01b0 sau:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>C\u1ea5p b\u1eadc Entry: 419.061.366 \u0111\u1ed3ng\/n\u0103m, t\u01b0\u01a1ng \u0111\u01b0\u01a1ng v\u1edbi 34.921.780 \u0111\u1ed3ng\/th\u00e1ng.<\/li>\n\n\n\n<li>C\u1ea5p b\u1eadc Average: 587.421.750 \u0111\u1ed3ng\/n\u0103m, t\u01b0\u01a1ng \u0111\u01b0\u01a1ng v\u1edbi 48.951.812 \u0111\u1ed3ng\/th\u00e1ng.<\/li>\n\n\n\n<li>C\u1ea5p b\u1eadc Senior: 739.876.796 \u0111\u1ed3ng\/n\u0103m, t\u01b0\u01a1ng \u0111\u01b0\u01a1ng v\u1edbi 61.656.400 \u0111\u1ed3ng\/th\u00e1ng.<\/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\/luong-data-engineer-topcv-1.jpg\" alt=\"M\u1ee9c l\u01b0\u01a1ng Data Engineer t\u01b0\u01a1ng \u0111\u1ed1i cao\" class=\"wp-image-6409\" srcset=\"https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/09\/luong-data-engineer-topcv-1.jpg 800w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/09\/luong-data-engineer-topcv-1-640x400.jpg 640w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/09\/luong-data-engineer-topcv-1-768x480.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\"><em>M\u1ee9c l\u01b0\u01a1ng Data Engineer t\u01b0\u01a1ng \u0111\u1ed1i cao<\/em><\/figcaption><\/figure><\/div>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Muc_luong_Data_Engineer_theo_khao_sat_khac\"><\/span><strong>M\u1ee9c l\u01b0\u01a1ng Data Engineer theo kh\u1ea3o s\u00e1t kh\u00e1c<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Theo th\u1ed1ng k\u00ea t\u1eeb m\u1ed9t s\u1ed1 ngu\u1ed3n kh\u1ea3o s\u00e1t v\u1ec1 l\u01b0\u01a1ng Data Engineer t\u1ea1i Vi\u1ec7t Nam, m\u1ee9c l\u01b0\u01a1ng trung b\u00ecnh c\u1ee7a v\u1ecb tr\u00ed n\u00e0y tham kh\u1ea3o nh\u01b0 sau:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>M\u1ee9c l\u01b0\u01a1ng th\u1ea5p nh\u1ea5t: 7.000.000 \u0111\u1ed3ng\/th\u00e1ng.<\/li>\n\n\n\n<li>M\u1ee9c l\u01b0\u01a1ng trung b\u00ecnh th\u1ea5p: 17.500.000 \u0111\u1ed3ng\/th\u00e1ng.<\/li>\n\n\n\n<li>M\u1ee9c l\u01b0\u01a1ng trung b\u00ecnh: 23.600.000 \u0111\u1ed3ng\/th\u00e1ng.<\/li>\n\n\n\n<li>M\u1ee9c l\u01b0\u01a1ng trung b\u00ecnh cao: 29.800.000 \u0111\u1ed3ng\/th\u00e1ng.<\/li>\n\n\n\n<li>M\u1ee9c l\u01b0\u01a1ng cao nh\u1ea5t: 80.500.000 \u0111\u1ed3ng\/th\u00e1ng.<\/li>\n<\/ul>\n\n\n\n<p>M\u1ee9c l\u01b0\u01a1ng theo c\u1ea5p b\u1eadc nh\u01b0 sau:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Th\u1ef1c t\u1eadp sinh\/sinh vi\u00ean: T\u1eeb 2.000.000 \u0111\u1ed3ng\/th\u00e1ng.<\/li>\n\n\n\n<li>Ng\u01b0\u1eddi m\u1edbi t\u1ed1t nghi\u1ec7p: T\u1eeb 14.000.000 \u0111\u1ed3ng\/th\u00e1ng.<\/li>\n\n\n\n<li>Nh\u00e2n vi\u00ean: 33.000.000 \u0111\u1ed3ng\/th\u00e1ng.<\/li>\n\n\n\n<li>C\u1ea5p \u0111\u1ed9 qu\u1ea3n l\u00fd tr\u1edf l\u00ean: 47.000.000 \u0111\u1ed3ng\/th\u00e1ng.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Du_doan_xu_huong_tang_luong_sap_toi\"><\/span><strong>D\u1ef1 \u0111o\u00e1n xu h\u01b0\u1edbng t\u0103ng l\u01b0\u01a1ng s\u1eafp t\u1edbi<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Theo d\u1ef1 \u0111o\u00e1n c\u1ee7a <strong>Salary Expert<\/strong>, m\u1ee9c l\u01b0\u01a1ng Data Engineer \u01b0\u1edbc t\u00ednh v\u00e0o n\u0103m 2028 c\u00f3 th\u1ec3 t\u0103ng l\u00ean<strong> 24%<\/strong>. T\u01b0\u01a1ng \u0111\u01b0\u01a1ng v\u1edbi kho\u1ea3ng 727.422.665 \u0111\u1ed3ng\/th\u00e1ng, kho\u1ea3ng 60.618.555 \u0111\u1ed3ng\/th\u00e1ng.<\/p>\n\n\n\n<p>Xem th\u00eam: <strong><a href=\"https:\/\/topviecit.vn\/blog\/luong-data-analyst\/\" target=\"_blank\" rel=\"noreferrer noopener\">L\u01b0\u01a1ng Data Analyst Hi\u1ec7n Nay L\u00e0 Bao Nhi\u00eau? Tips \u0110\u1ec3 C\u00f3 L\u01b0\u01a1ng Cao<\/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\/luong-data-engineer-topcv-2.jpg\" alt=\"Xu h\u01b0\u1edbng d\u1ef1 \u0111o\u00e1n thu nh\u1eadp c\u1ee7a Data Engineer trong 5 n\u0103m t\u1edbi l\u00ean \u0111\u1ebfn 24%\" class=\"wp-image-6408\" srcset=\"https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/09\/luong-data-engineer-topcv-2.jpg 800w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/09\/luong-data-engineer-topcv-2-640x400.jpg 640w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/09\/luong-data-engineer-topcv-2-768x480.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\"><em>Xu h\u01b0\u1edbng d\u1ef1 \u0111o\u00e1n thu nh\u1eadp c\u1ee7a Data Engineer trong 5 n\u0103m t\u1edbi l\u00ean \u0111\u1ebfn 24%<\/em><\/figcaption><\/figure><\/div>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Nhung_ky_nang_can_co_de_tang_luong\"><\/span><strong>Nh\u1eefng k\u1ef9 n\u0103ng c\u1ea7n c\u00f3 \u0111\u1ec3 t\u0103ng l\u01b0\u01a1ng?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Data Engineer l\u00e0 m\u1ed9t trong nh\u1eefng v\u1ecb tr\u00ed c\u00f4ng ngh\u1ec7 c\u00f3 nhu c\u1ea7u tuy\u1ec3n d\u1ee5ng cao v\u00e0 m\u1ee9c l\u01b0\u01a1ng h\u1ea5p d\u1eabn. Tuy nhi\u00ean, \u0111\u1ec3 c\u00f3 th\u1ec3 t\u0103ng l\u01b0\u01a1ng cao h\u01a1n, c\u00e1c Data Engineer c\u1ea7n c\u00f3 nh\u1eefng k\u1ef9 n\u0103ng v\u00e0 kinh nghi\u1ec7m ph\u00f9 h\u1ee3p. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 \u0111i\u1ec1u m\u00e0 c\u00e1c Data Engineer c\u00f3 th\u1ec3 l\u00e0m \u0111\u1ec3 t\u0103ng l\u01b0\u01a1ng cao h\u01a1n:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Nang_cao_ky_nang_chuyen_mon\"><\/span><strong>N\u00e2ng cao k\u1ef9 n\u0103ng chuy\u00ean m\u00f4n<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>K\u1ef9 n\u0103ng chuy\u00ean m\u00f4n l\u00e0 y\u1ebfu t\u1ed1 quy\u1ebft \u0111\u1ecbnh \u0111\u1ebfn kh\u1ea3 n\u0103ng c\u1ee7a b\u1ea1n trong vi\u1ec7c th\u1ef1c hi\u1ec7n c\u00e1c nhi\u1ec7m v\u1ee5 c\u1ee7a m\u1ed9t Data Engineer. B\u1ea1n n\u00ean h\u1ecdc h\u1ecfi v\u00e0 n\u00e2ng cao c\u00e1c k\u1ef9 n\u0103ng chuy\u00ean m\u00f4n li\u00ean quan \u0111\u1ebfn c\u00f4ng vi\u1ec7c c\u1ee7a m\u00ecnh, ch\u1eb3ng h\u1ea1n nh\u01b0:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>K\u1ef9 n\u0103ng l\u1eadp tr\u00ecnh: <\/strong>Hi\u1ec3u bi\u1ebft s\u00e2u v\u1ec1 <a href=\"https:\/\/topviecit.vn\/blog\/ngon-ngu-lap-trinh-la-gi\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh<\/strong><\/a> nh\u01b0 Python, Java, Scala, ho\u1eb7c SQL \u0111\u1ec3 x\u1eed l\u00fd d\u1eef li\u1ec7u v\u00e0 t\u1ed1i \u01b0u h\u00f3a hi\u1ec7u su\u1ea5t.<\/li>\n\n\n\n<li><strong>K\u1ef9 n\u0103ng l\u00e0m vi\u1ec7c v\u1edbi c\u01a1 s\u1edf d\u1eef li\u1ec7u:<\/strong> Hi\u1ec3u bi\u1ebft v\u1ec1 c\u00e1c <a href=\"https:\/\/topviecit.vn\/blog\/he-quan-tri-co-so-du-lieu-la-gi\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>h\u1ec7 qu\u1ea3n tr\u1ecb c\u01a1 s\u1edf d\u1eef li\u1ec7u<\/strong><\/a> nh\u01b0 MySQL, PostgreSQL, MongoDB, v\u00e0 c\u00e1ch t\u1ed1i \u01b0u h\u00f3a truy v\u1ea5n d\u1eef li\u1ec7u.<\/li>\n\n\n\n<li><strong>X\u1eed l\u00fd Big Data: <\/strong>K\u1ef9 n\u0103ng l\u00e0m vi\u1ec7c v\u1edbi c\u00e1c c\u00f4ng c\u1ee5 x\u1eed l\u00fd Big Data nh\u01b0 Hadoop, Spark, ho\u1eb7c Apache Flink.<\/li>\n\n\n\n<li><strong>K\u1ef9 n\u0103ng l\u00e0m vi\u1ec7c v\u1edbi c\u00f4ng c\u1ee5 ETL:<\/strong> Hi\u1ec3u c\u00e1ch s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 ETL (Extract, Transform, Load) nh\u01b0 Apache Nifi, Talend, ho\u1eb7c Apache Airflow \u0111\u1ec3 qu\u1ea3n l\u00fd d\u1eef li\u1ec7u.<\/li>\n\n\n\n<li><strong>K\u1ef9 n\u0103ng l\u00e0m vi\u1ec7c v\u1edbi c\u00e1c n\u1ec1n t\u1ea3ng \u0111\u00e1m m\u00e2y: <\/strong>Hi\u1ec3u bi\u1ebft v\u1ec1 c\u00e1c d\u1ecbch v\u1ee5 \u0111\u00e1m m\u00e2y nh\u01b0 AWS, Azure, ho\u1eb7c Google Cloud \u0111\u1ec3 tri\u1ec3n khai v\u00e0 qu\u1ea3n l\u00fd d\u1ef1 \u00e1n d\u1eef li\u1ec7u.<\/li>\n\n\n\n<li><strong>K\u1ef9 n\u0103ng l\u00e0m vi\u1ec7c v\u1edbi m\u00e3 ngu\u1ed3n m\u1edf:<\/strong> Hi\u1ec3u bi\u1ebft v\u1ec1 c\u00e1c c\u00f4ng c\u1ee5 m\u00e3 ngu\u1ed3n m\u1edf nh\u01b0 Apache Kafka, Cassandra, ho\u1eb7c Elasticsearch \u0111\u1ec3 x\u1eed l\u00fd d\u1eef li\u1ec7u ph\u1ee9c t\u1ea1p.<\/li>\n<\/ul>\n\n\n\n<p>Xem th\u00eam: <strong><a href=\"https:\/\/topviecit.vn\/blog\/data-engineer-hoc-nganh-gi\/\" target=\"_blank\" rel=\"noreferrer noopener\">Data Engineer h\u1ecdc ng\u00e0nh g\u00ec? \u1ede \u0111\u00e2u? C\u01a1 h\u1ed9i vi\u1ec7c l\u00e0m ra sao?<\/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\/luong-data-engineer-topcv-3.jpg\" alt=\"\u00a0N\u00e2ng cao k\u1ef9 n\u0103ng chuy\u00ean m\u00f4n s\u1ebd gi\u00fap b\u1ea1n t\u0103ng l\u01b0\u01a1ng hi\u1ec7u qu\u1ea3 h\u01a1n\" class=\"wp-image-6407\" srcset=\"https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/09\/luong-data-engineer-topcv-3.jpg 800w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/09\/luong-data-engineer-topcv-3-640x400.jpg 640w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/09\/luong-data-engineer-topcv-3-768x480.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\"><em>&nbsp;N\u00e2ng cao k\u1ef9 n\u0103ng chuy\u00ean m\u00f4n s\u1ebd gi\u00fap b\u1ea1n t\u0103ng l\u01b0\u01a1ng hi\u1ec7u qu\u1ea3 h\u01a1n<\/em><\/figcaption><\/figure><\/div>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Ren_luyen_them_ky_nang_mem\"><\/span><strong>R\u00e8n luy\u1ec7n th\u00eam k\u1ef9 n\u0103ng m\u1ec1m<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>K\u1ef9 n\u0103ng m\u1ec1m c\u0169ng l\u00e0 m\u1ed9t y\u1ebfu t\u1ed1 quan tr\u1ecdng gi\u00fap b\u1ea1n th\u00e0nh c\u00f4ng trong c\u00f4ng vi\u1ec7c v\u00e0 t\u0103ng l\u01b0\u01a1ng v\u1edbi vai tr\u00f2 l\u00e0 Data Engineer. M\u1ed9t s\u1ed1 k\u1ef9 n\u0103ng m\u1ec1m m\u00e0 c\u00e1c Data Engineer n\u00ean ph\u00e1t tri\u1ec3n bao g\u1ed3m:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>K\u1ef9 n\u0103ng gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1:<\/strong> Kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch v\u00e0 gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 k\u1ef9 thu\u1eadt ph\u1ee9c t\u1ea1p trong qu\u00e1 tr\u00ecnh x\u1eed l\u00fd d\u1eef li\u1ec7u.<\/li>\n\n\n\n<li><strong>K\u1ef9 n\u0103ng giao ti\u1ebfp v\u00e0 l\u00e0m vi\u1ec7c nh\u00f3m:<\/strong> Kh\u1ea3 n\u0103ng truy\u1ec1n \u0111\u1ea1t th\u00f4ng tin m\u1ed9t c\u00e1ch r\u00f5 r\u00e0ng v\u00e0 l\u00e0m vi\u1ec7c hi\u1ec7u qu\u1ea3 trong m\u00f4i tr\u01b0\u1eddng \u0111a nh\u00e2n s\u1ef1.<\/li>\n\n\n\n<li><strong>K\u1ef9 n\u0103ng an to\u00e0n th\u00f4ng tin: <\/strong>Hi\u1ec3u bi\u1ebft v\u1ec1 c\u00e1c bi\u1ec7n ph\u00e1p b\u1ea3o m\u1eadt d\u1eef li\u1ec7u v\u00e0 c\u00e1ch b\u1ea3o v\u1ec7 th\u00f4ng tin quan tr\u1ecdng.<\/li>\n\n\n\n<li><strong>K\u1ef9 n\u0103ng t\u1ef1 h\u1ecdc: <\/strong>S\u1eb5n s\u00e0ng n\u1eafm b\u1eaft c\u00f4ng ngh\u1ec7 m\u1edbi v\u00e0 c\u1eadp nh\u1eadt ki\u1ebfn th\u1ee9c li\u00ean t\u1ee5c trong l\u0129nh v\u1ef1c d\u1eef li\u1ec7u.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Tich_luy_kinh_nghiem_khi_co_the\"><\/span><strong>T\u00edch l\u0169y kinh nghi\u1ec7m khi c\u00f3 th\u1ec3<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>T\u00edch l\u0169y kinh nghi\u1ec7m l\u00e0 m\u1ed9t y\u1ebfu t\u1ed1 quan tr\u1ecdng nh\u1ea5t \u0111\u1ec3 t\u0103ng m\u1ee9c l\u01b0\u01a1ng trong l\u0129nh v\u1ef1c Data Engineer. Kinh nghi\u1ec7m kh\u00f4ng ch\u1ec9 cho th\u1ea5y b\u1ea1n c\u00f3 kh\u1ea3 n\u0103ng l\u00e0m vi\u1ec7c trong c\u00e1c d\u1ef1 \u00e1n th\u1ef1c t\u1ebf m\u00e0 c\u00f2n cho th\u1ea5y b\u1ea1n \u0111\u00e3 \u0111\u1ed1i m\u1eb7t v\u00e0 gi\u1ea3i quy\u1ebft \u0111\u01b0\u1ee3c nhi\u1ec1u th\u00e1ch th\u1ee9c k\u1ef9 thu\u1eadt.<\/p>\n\n\n\n<p>C\u00f3 nhi\u1ec1u c\u00e1ch \u0111\u1ec3 n\u00e2ng cao kinh nghi\u1ec7m l\u00e0m vi\u1ec7c v\u1edbi vai tr\u00f2 l\u00e0 Data Engineer. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 c\u00e1ch ph\u1ed5 bi\u1ebfn:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>T\u00edch l\u0169y kinh nghi\u1ec7m th\u1ef1c t\u1ebf: <\/strong>\u0110\u00e2y l\u00e0 c\u00e1ch t\u1ed1t nh\u1ea5t \u0111\u1ec3 n\u00e2ng cao kinh nghi\u1ec7m l\u00e0m vi\u1ec7c. B\u1ea1n c\u00f3 th\u1ec3 t\u00edch l\u0169y kinh nghi\u1ec7m th\u1ef1c t\u1ebf b\u1eb1ng c\u00e1ch tham gia c\u00e1c d\u1ef1 \u00e1n Data Engineering, th\u1ef1c t\u1eadp, ho\u1eb7c l\u00e0m vi\u1ec7c to\u00e0n th\u1eddi gian v\u1edbi t\u01b0 c\u00e1ch l\u00e0 m\u1ed9t Data Engineer.<\/li>\n\n\n\n<li><strong>Tham gia c\u00e1c kh\u00f3a \u0111\u00e0o t\u1ea1o, h\u1ed9i th\u1ea3o, h\u1ed9i ngh\u1ecb: <\/strong>C\u00e1c kh\u00f3a \u0111\u00e0o t\u1ea1o, h\u1ed9i th\u1ea3o, h\u1ed9i ngh\u1ecb v\u1ec1 Data Engineering s\u1ebd gi\u00fap b\u1ea1n c\u1eadp nh\u1eadt ki\u1ebfn th\u1ee9c v\u00e0 k\u1ef9 n\u0103ng m\u1edbi. B\u1ea1n c\u0169ng c\u00f3 th\u1ec3 tham gia c\u00e1c kh\u00f3a \u0111\u00e0o t\u1ea1o tr\u1ef1c tuy\u1ebfn ho\u1eb7c t\u1ef1 h\u1ecdc.<\/li>\n\n\n\n<li><strong>Tham gia c\u00e1c d\u1ef1 \u00e1n c\u1ed9ng \u0111\u1ed3ng: <\/strong>Tham gia c\u00e1c d\u1ef1 \u00e1n c\u1ed9ng \u0111\u1ed3ng l\u00e0 m\u1ed9t c\u00e1ch tuy\u1ec7t v\u1eddi \u0111\u1ec3 t\u00edch l\u0169y kinh nghi\u1ec7m v\u00e0 x\u00e2y d\u1ef1ng m\u1ed1i quan h\u1ec7 v\u1edbi c\u00e1c chuy\u00ean gia trong ng\u00e0nh.<\/li>\n\n\n\n<li><strong>T\u1ef1 h\u1ecdc v\u00e0 th\u1ef1c h\u00e0nh:<\/strong> B\u1ea1n c\u0169ng c\u00f3 th\u1ec3 t\u1ef1 h\u1ecdc v\u00e0 th\u1ef1c h\u00e0nh \u0111\u1ec3 n\u00e2ng cao kinh nghi\u1ec7m l\u00e0m vi\u1ec7c. B\u1ea1n c\u00f3 th\u1ec3 t\u00ecm ki\u1ebfm c\u00e1c t\u00e0i li\u1ec7u h\u1ecdc t\u1eadp tr\u1ef1c tuy\u1ebfn ho\u1eb7c t\u1ea1o ra c\u00e1c d\u1ef1 \u00e1n Data Engineering c\u1ee7a ri\u00eang m\u00ecnh.<\/li>\n<\/ul>\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\/luong-data-engineer-topcv-4.jpg\" alt=\"Kinh nghi\u1ec7m l\u00e0 m\u1ed9t y\u1ebfu t\u1ed1 \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn m\u1ee9c l\u01b0\u01a1ng\" class=\"wp-image-6406\" srcset=\"https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/09\/luong-data-engineer-topcv-4.jpg 800w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/09\/luong-data-engineer-topcv-4-640x400.jpg 640w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/09\/luong-data-engineer-topcv-4-768x480.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\"><em>Kinh nghi\u1ec7m l\u00e0 m\u1ed9t y\u1ebfu t\u1ed1 \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn m\u1ee9c l\u01b0\u01a1ng<\/em><\/figcaption><\/figure><\/div>\n\n\n<p>Nh\u00ecn chung, m\u1ee9c <strong>l\u01b0\u01a1ng Data Engineer<\/strong> kh\u00e1 cao v\u00e0 c\u00f3 ti\u1ec1m n\u0103ng t\u0103ng tr\u01b0\u1edfng trong t\u01b0\u01a1ng lai. \u0110\u1ec3 t\u0103ng l\u01b0\u01a1ng, b\u1ea1n c\u1ea7n t\u00edch l\u0169y kinh nghi\u1ec7m, n\u00e2ng cao k\u1ef9 n\u0103ng chuy\u00ean m\u00f4n v\u00e0 k\u1ef9 n\u0103ng m\u1ec1m. B\u00ean c\u1ea1nh \u0111\u00f3, b\u1ea1n c\u0169ng c\u00f3 th\u1ec3 kh\u00e1m ph\u00e1 th\u00eam c\u00e1c c\u01a1 h\u1ed9i <a href=\"https:\/\/www.topcv.vn\/tim-viec-lam-data-engineer\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>vi\u1ec7c l\u00e0m Data Engineer<\/strong><\/a> khi truy c\u1eadp v\u00e0o trang web<strong> <\/strong><a href=\"https:\/\/www.topcv.vn\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>TopCV.vn<\/strong><\/a>.<\/p>\n\n\n\n<p>B\u1ea1n s\u1ebd d\u1ec5 d\u00e0ng ti\u1ebfp c\u1eadn \u0111\u01b0\u1ee3c v\u1edbi nhi\u1ec1u doanh nghi\u1ec7p h\u00e0ng \u0111\u1ea7u hi\u1ec7n nay t\u1ea1i TopCV.vn,. B\u00ean c\u1ea1nh \u0111\u00f3, b\u1ea1n c\u0169ng c\u00f3 th\u1ec3 t\u00ecm \u0111\u01b0\u1ee3c nh\u1eefng c\u00f4ng vi\u1ec7c ph\u00f9 h\u1ee3p v\u1edbi m\u1ee5c ti\u00eau, n\u0103ng l\u1ef1c, kinh nghi\u1ec7m,&#8230; c\u1ee7a b\u1ea1n. Ch\u00fac b\u1ea1n th\u00e0nh c\u00f4ng!<\/p>\n","protected":false},"excerpt":{"rendered":"<p>L\u01b0\u01a1ng Data Engineer c\u00f3 cao kh\u00f4ng l\u00e0 c\u00e2u h\u1ecfi \u0111\u01b0\u1ee3c nhi\u1ec1u ng\u01b0\u1eddi quan t\u00e2m, \u0111\u1eb7c bi\u1ec7t l\u00e0 nh\u1eefng ai \u0111ang theo \u0111u\u1ed5i l\u0129nh v\u1ef1c n\u00e0y. N\u1ebfu b\u1ea1n c\u0169ng \u0111ang t\u00ecm hi\u1ec3u v\u1ea5n \u0111\u1ec1 n\u00e0y, b\u00e0i vi\u1ebft thu\u1ed9c chuy\u00ean m\u1ee5c Chia s\u1ebb kinh nghi\u1ec7m sau \u0111\u00e2y c\u1ee7a TopviecIT.vn s\u1ebd cung c\u1ea5p th\u00f4ng tin v\u1ec1 m\u1ee9c l\u01b0\u01a1ng [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":6410,"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-6405","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>L\u01b0\u01a1ng Data Engineer c\u00f3 cao kh\u00f4ng? 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