{"id":6885,"date":"2023-12-13T01:24:16","date_gmt":"2023-12-13T01:24:16","guid":{"rendered":"https:\/\/topviecit.vn\/blog\/?p=6885"},"modified":"2024-01-15T03:52:37","modified_gmt":"2024-01-15T03:52:37","slug":"machine-learning-engineer-la-gi","status":"publish","type":"post","link":"https:\/\/topviecit.vn\/blog\/machine-learning-engineer-la-gi\/","title":{"rendered":"Machine Learning Engineer l\u00e0 g\u00ec? M\u00f4 t\u1ea3 c\u00f4ng vi\u1ec7c, m\u1ee9c l\u01b0\u01a1ng v\u00e0 nh\u1eefng y\u00eau c\u1ea7u c\u1ea7n c\u00f3"},"content":{"rendered":"\n<p>V\u1edbi s\u1ef1 b\u00f9ng n\u1ed5 c\u1ee7a th\u1eddi \u0111\u1ea1i s\u1ed1, Machine Learning Engineer d\u1ea7n tr\u1edf n\u00ean quan tr\u1ecdng v\u00e0 th\u00fa h\u00fat \u0111\u01b0\u1ee3c r\u1ea5t nhi\u1ec1u ng\u01b0\u1eddi mong mu\u1ed1n tr\u1edf th\u00e0nh m\u1ed9t ML Engineer. C\u00f9ng t\u00ecm hi\u1ec3u <strong>Machine Learning Engineer l\u00e0 g\u00ec<\/strong>, nh\u1eefng y\u00eau c\u1ea7u c\u1ea7n c\u00f3 v\u00e0 c\u00e1c c\u00f4ng vi\u1ec7c m\u00e0 v\u1ecb tr\u00ed n\u00e0y c\u1ea7n \u0111\u1ea3m nhi\u1ec7m qua b\u00e0i vi\u1ebft d\u01b0\u1edbi \u0111\u00e2y c\u1ee7a <a href=\"https:\/\/topviecit.vn\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>TopViecIT.vn<\/strong><\/a>.<\/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\/machine-learning-engineer-la-gi\/#Machine_Learning_Engineer_la_gi\" title=\"Machine Learning Engineer l\u00e0 g\u00ec?\">Machine Learning Engineer l\u00e0 g\u00ec?<\/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\/machine-learning-engineer-la-gi\/#Mo_ta_cong_viec_cua_Machine_Learning_Engineer\" title=\"M\u00f4 t\u1ea3 c\u00f4ng vi\u1ec7c c\u1ee7a Machine Learning Engineer\">M\u00f4 t\u1ea3 c\u00f4ng vi\u1ec7c c\u1ee7a Machine Learning 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\/machine-learning-engineer-la-gi\/#Cac_ky_nang_can_co_cua_mot_Machine_Learning_Engineer_la_gi\" title=\"C\u00e1c k\u1ef9 n\u0103ng c\u1ea7n c\u00f3 c\u1ee7a m\u1ed9t Machine Learning Engineer l\u00e0 g\u00ec?\">C\u00e1c k\u1ef9 n\u0103ng c\u1ea7n c\u00f3 c\u1ee7a m\u1ed9t Machine Learning Engineer l\u00e0 g\u00ec?<\/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\/machine-learning-engineer-la-gi\/#Ky_nang_lap_trinh\" title=\"K\u1ef9 n\u0103ng l\u1eadp tr\u00ecnh\">K\u1ef9 n\u0103ng l\u1eadp tr\u00ecnh<\/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\/machine-learning-engineer-la-gi\/#Ky_nang_toan_hoc_thong_ke\" title=\"K\u1ef9 n\u0103ng to\u00e1n h\u1ecdc, th\u1ed1ng k\u00ea\">K\u1ef9 n\u0103ng to\u00e1n h\u1ecdc, th\u1ed1ng k\u00ea<\/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\/machine-learning-engineer-la-gi\/#Kha_nang_sang_tao\" title=\"Kh\u1ea3 n\u0103ng s\u00e1ng t\u1ea1o\">Kh\u1ea3 n\u0103ng s\u00e1ng t\u1ea1o<\/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\/machine-learning-engineer-la-gi\/#Kien_tri\" title=\"Ki\u00ean tr\u00ec\">Ki\u00ean tr\u00ec<\/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\/machine-learning-engineer-la-gi\/#Ky_nang_phan_tich_du_lieu_nhay_ben\" title=\"K\u1ef9 n\u0103ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u nh\u1ea1y b\u00e9n\">K\u1ef9 n\u0103ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u nh\u1ea1y b\u00e9n<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/topviecit.vn\/blog\/machine-learning-engineer-la-gi\/#Muc_luong_cua_Machine_Learning_Engineer_la_bao_nhieu\" title=\"M\u1ee9c l\u01b0\u01a1ng c\u1ee7a Machine Learning Engineer l\u00e0 bao nhi\u00eau?\">M\u1ee9c l\u01b0\u01a1ng c\u1ee7a Machine Learning Engineer l\u00e0 bao nhi\u00eau?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/topviecit.vn\/blog\/machine-learning-engineer-la-gi\/#Cong_viec_phu_hop_voi_Machine_Learning_Engineer_la_gi\" title=\"C\u00f4ng vi\u1ec7c ph\u00f9 h\u1ee3p v\u1edbi Machine Learning Engineer l\u00e0 g\u00ec?\">C\u00f4ng vi\u1ec7c ph\u00f9 h\u1ee3p v\u1edbi Machine Learning Engineer l\u00e0 g\u00ec?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/topviecit.vn\/blog\/machine-learning-engineer-la-gi\/#Tim_viec_lam_Machine_Learning_Engineer_o_dau\" title=\"T\u00ecm vi\u1ec7c l\u00e0m Machine Learning Engineer \u1edf \u0111\u00e2u?\">T\u00ecm vi\u1ec7c l\u00e0m Machine Learning Engineer \u1edf \u0111\u00e2u?<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Machine_Learning_Engineer_la_gi\"><\/span><strong>Machine Learning Engineer l\u00e0 g\u00ec?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Machine Learning Engineer (ML Engineer) hay k\u1ef9 s\u01b0 M\u00e1y h\u1ecdc l\u00e0 nh\u1eefng l\u1eadp tr\u00ecnh vi\u00ean trong ng\u00e0nh CNTT chuy\u00ean nghi\u00ean c\u1ee9u, x\u00e2y d\u1ef1ng v\u00e0 thi\u1ebft k\u1ebf ph\u1ea7n m\u1ec1m, c\u00e1c m\u00f4 h\u00ecnh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o t\u1ef1 \u0111\u1ed9ng h\u00f3a x\u1eed l\u00fd d\u1eef li\u1ec7u \u0111\u1ec3 \u0111\u01b0a ra d\u1ef1 \u0111o\u00e1n h\u1eefu \u00edch.<\/p>\n\n\n\n<p>Vi\u1ec7c x\u00e2y d\u1ef1ng l\u00ean h\u1ec7 th\u1ed1ng th\u00f4ng qua c\u00e1c thu\u1eadt to\u00e1n cho ph\u00e9p ch\u00fang t\u1ef1 h\u1ecdc c\u00e1ch x\u1eed l\u00fd d\u1eef li\u1ec7u v\u00e0 \u0111\u01b0a ra nh\u1eefng k\u1ebft qu\u1ea3, nh\u1eadn \u0111\u1ecbnh ch\u00ednh x\u00e1c nh\u1ea5t v\u1edbi nhu c\u1ea7u c\u1ee7a ng\u01b0\u1eddi s\u1eed d\u1ee5ng. N\u00f3i c\u00e1ch kh\u00e1c, Machine Learning Engineer t\u1ea1o ra c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh t\u1ef1 \u0111\u1ed9ng l\u00e0m c\u00e1c nhi\u1ec7m v\u1ee5 x\u1eed l\u00fd d\u1eef li\u1ec7u ph\u1ee9c t\u1ea1p gi\u00fap c\u1ea3i thi\u1ec7n hi\u1ec7u qu\u1ea3 c\u00f4ng vi\u1ec7c.<\/p>\n\n\n\n<p>Xem th\u00eam: <strong><a href=\"https:\/\/topviecit.vn\/blog\/machine-learning-la-gi\/\" target=\"_blank\" rel=\"noreferrer noopener\">Machine learning l\u00e0 g\u00ec? Nh\u1eefng \u1ee9ng d\u1ee5ng c\u1ee7a c\u00f4ng ngh\u1ec7 m\u00e1y h\u1ecdc<\/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\/2024\/01\/machine-learning-engineer-la-gi-1.jpg\" alt=\"Machine Learning Engineer l\u00e0 nh\u1eefng l\u1eadp tr\u00ecnh vi\u00ean x\u00e2y d\u1ef1ng m\u00f4 h\u00ecnh m\u00e1y h\u1ecdc.\" class=\"wp-image-6887\" srcset=\"https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2024\/01\/machine-learning-engineer-la-gi-1.jpg 800w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2024\/01\/machine-learning-engineer-la-gi-1-640x400.jpg 640w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2024\/01\/machine-learning-engineer-la-gi-1-768x480.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\"><em>Machine Learning Engineer l\u00e0 nh\u1eefng l\u1eadp tr\u00ecnh vi\u00ean x\u00e2y d\u1ef1ng m\u00f4 h\u00ecnh m\u00e1y h\u1ecdc.<\/em><\/figcaption><\/figure><\/div>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Mo_ta_cong_viec_cua_Machine_Learning_Engineer\"><\/span><strong>M\u00f4 t\u1ea3 c\u00f4ng vi\u1ec7c c\u1ee7a Machine Learning Engineer<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>C\u00f4ng vi\u1ec7c ch\u00ednh c\u1ee7a Machine Learning Engineer th\u01b0\u1eddng \u0111\u1ea3m nh\u1eadn l\u00e0 cung c\u1ea5p d\u1eef li\u1ec7u \u0111\u1ea7u v\u00e0o cho c\u00e1c m\u00f4 h\u00ecnh, h\u1ec7 th\u1ed1ng M\u00e1y h\u1ecdc v\u00e0 tri\u1ec3n khai ch\u00fang. V\u1edbi c\u01a1 s\u1edf d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3 \u0111\u1ebfn t\u1eeb nhi\u1ec1u ngu\u1ed3n kh\u00e1c nhau, vi\u1ec7c x\u1eed l\u00fd th\u00f4ng tin tr\u01b0\u1edbc khi cung c\u1ea5p cho h\u1ec7 th\u1ed1ng l\u00e0 v\u00f4 c\u00f9ng quan tr\u1ecdng. Ch\u00ednh v\u00ec v\u1eady c\u00e1c k\u1ef9 s\u01b0 M\u00e1y h\u1ecdc s\u1ebd c\u1ea7n x\u1eed l\u00fd, chu\u1ea9n h\u00f3a d\u1eef li\u1ec7u \u0111\u1ec3 h\u1ec7 th\u1ed1ng c\u00f3 th\u1ec3 th\u1ef1c hi\u1ec7n c\u00e1c nhi\u1ec7m v\u1ee5 \u0111\u01b0\u1ee3c c\u00e0i \u0111\u1eb7t s\u1eb5n.<\/p>\n\n\n\n<p>Ch\u00ednh v\u00ec v\u1eady, Machine Learning Engineer th\u01b0\u1eddng th\u1ef1c hi\u1ec7n c\u00e1c c\u00f4ng vi\u1ec7c c\u1ee5 th\u1ec3 nh\u01b0:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Ph\u00e2n t\u00edch ngu\u1ed3n d\u1eef li\u1ec7u l\u1edbn v\u00e0 t\u00ecm ra ph\u01b0\u01a1ng ph\u00e1p t\u1ed1t nh\u1ea5t \u0111\u1ec3 chu\u1ea9n h\u00f3a d\u1eef li\u1ec7u ph\u1ee5c v\u1ee5 nhu c\u1ea7u ph\u00e2n t\u00edch c\u1ee7a m\u00f4 h\u00ecnh.<\/li>\n\n\n\n<li>Th\u00eam d\u1eef li\u1ec7u ngu\u1ed3n v\u00e0o h\u1ec7 th\u1ed1ng \u0111\u1ec3 ch\u00fang c\u00f3 th\u1ec3 nh\u1eadn di\u1ec7n v\u00e0 x\u1eed l\u00fd th\u00f4ng tin th\u00e0nh c\u00f4ng.<\/li>\n\n\n\n<li>X\u00e2y d\u1ef1ng \u0111\u01b0\u1eddng d\u1eabn d\u1eef li\u1ec7u nhanh ch\u00f3ng, hi\u1ec7u qu\u1ea3 nh\u1ea5t.<\/li>\n\n\n\n<li>X\u00e2y d\u1ef1ng c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng ph\u1ee5c v\u1ee5 kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c cho m\u00f4 h\u00ecnh M\u00e1y h\u1ecdc.<\/li>\n\n\n\n<li>Ki\u1ec3m tra, \u0111\u00e1nh gi\u00e1 gi\u00fap duy tr\u00ec v\u00e0 m\u1edf r\u1ed9ng h\u1ec7 th\u1ed1ng \u0111\u00e1p \u1ee9ng nhu c\u1ea7u s\u1eed d\u1ee5ng c\u1ee7a doanh nghi\u1ec7p.<\/li>\n\n\n\n<li>T\u01b0\u01a1ng t\u00e1c v\u1edbi c\u00e1c thu\u1eadt to\u00e1n c\u1ea7n thi\u1ebft v\u00e0 c\u00e1c ph\u1ea7n m\u1ec1m h\u1ed7 tr\u1ee3 li\u00ean quan.<\/li>\n\n\n\n<li>Tri\u1ec3n khai m\u00f4 h\u00ecnh v\u00e0o th\u1ef1c ti\u1ec5n \u0111\u00e1p \u1ee9ng nhu c\u1ea7u c\u1ee7a ng\u01b0\u1eddi d\u00f9ng.<\/li>\n\n\n\n<li>H\u1ed7 tr\u1ee3 cho nh\u1eefng b\u1ed9 ph\u1eadn, \u0111\u01a1n v\u1ecb li\u00ean quan hi\u1ec3u v\u1ec1 h\u1ec7 th\u1ed1ng d\u1eef li\u1ec7u v\u00e0 m\u00f4 h\u00ecnh \u0111ang ho\u1ea1t \u0111\u1ed9ng.<\/li>\n<\/ul>\n\n\n\n<p>T\u00ecm hi\u1ec3u th\u00eam: <a href=\"https:\/\/topviecit.vn\/blog\/nganh-cong-nghe-thong-tin\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Top 5 chuy\u00ean ng\u00e0nh c\u00f4ng ngh\u1ec7 th\u00f4ng tin \u0111\u01b0\u1ee3c s\u0103n \u0111\u00f3n nh\u1ea5t hi\u1ec7n nay<\/strong><\/a><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"500\" src=\"https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2024\/01\/machine-learning-engineer-la-gi-2.jpg\" alt=\"C\u00f4ng vi\u1ec7c c\u1ee7a m\u1ed9t ML Engineer l\u00e0 x\u1eed l\u00fd v\u00e0 khai th\u00e1c d\u1eef li\u1ec7u th\u00f4ng qua m\u00f4 h\u00ecnh m\u00e1y h\u1ecdc.\" class=\"wp-image-6888\" style=\"width:800px;height:auto\" srcset=\"https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2024\/01\/machine-learning-engineer-la-gi-2.jpg 800w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2024\/01\/machine-learning-engineer-la-gi-2-640x400.jpg 640w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2024\/01\/machine-learning-engineer-la-gi-2-768x480.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\"><em>C\u00f4ng vi\u1ec7c c\u1ee7a m\u1ed9t ML Engineer l\u00e0 x\u1eed l\u00fd v\u00e0 khai th\u00e1c d\u1eef li\u1ec7u th\u00f4ng qua m\u00f4 h\u00ecnh m\u00e1y h\u1ecdc.<\/em><\/figcaption><\/figure><\/div>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Cac_ky_nang_can_co_cua_mot_Machine_Learning_Engineer_la_gi\"><\/span><strong>C\u00e1c k\u1ef9 n\u0103ng c\u1ea7n c\u00f3 c\u1ee7a m\u1ed9t Machine Learning Engineer l\u00e0 g\u00ec?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u0110\u1ec3 tr\u1edf th\u00e0nh m\u1ed9t Machine Learning Engineer chuy\u00ean nghi\u1ec7p c\u1ea7n trang b\u1ecb cho b\u1ea3n th\u00e2n r\u1ea5t nhi\u1ec1u k\u1ef9 n\u0103ng \u0111\u1ec3 c\u00f3 th\u1ec3 x\u00e2y d\u1ef1ng, c\u1ea3i ti\u1ebfn v\u00e0 n\u00e2ng c\u1ea5p h\u1ec7 th\u1ed1ng m\u00e1y h\u1ecdc theo y\u00eau c\u1ea7u \u0111\u1ec3 x\u1eed l\u00fd nh\u1eefng c\u00f4ng vi\u1ec7c m\u1ed9t c\u00e1ch ch\u00ednh x\u00e1c nh\u1ea5t. Theo \u0111\u00f3, m\u1ed9t ML Engineer c\u1ea7n c\u00f3:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Ky_nang_lap_trinh\"><\/span><strong>K\u1ef9 n\u0103ng l\u1eadp tr\u00ecnh<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>L\u1eadp tr\u00ecnh l\u00e0 c\u00e1ch \u0111\u1ec3 m\u1ed9t k\u1ef9 s\u01b0 m\u00e1y h\u1ecdc c\u00f3 th\u1ec3 x\u00e2y d\u1ef1ng v\u00e0 giao ti\u1ebfp v\u1edbi h\u1ec7 th\u1ed1ng. \u0110\u00e2y l\u00e0 m\u1ed9t trong nh\u1eefng \u0111i\u1ec1u ki\u1ec7n c\u1ea7n \u0111\u1ec3 tr\u1edf th\u00e0nh m\u1ed9t Machine Learning Engineer. Vi\u1ec7c th\u00e0nh th\u1ea1o c\u00e1c <strong><a href=\"https:\/\/topviecit.vn\/blog\/ngon-ngu-lap-trinh-co-may-loai\/\" target=\"_blank\" rel=\"noreferrer noopener\">ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh<\/a><\/strong> nh\u01b0 Python, R hay Lisp l\u00e0 r\u1ea5t quan tr\u1ecdng.<\/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\/2024\/01\/machine-learning-engineer-la-gi-3.jpg\" alt=\"L\u1eadp tr\u00ecnh l\u00e0 k\u1ef9 n\u0103ng kh\u00f4ng th\u1ec3 thi\u1ebfu d\u00e0nh cho c\u00e1c k\u1ef9 s\u01b0 M\u00e1y h\u1ecdc.\" class=\"wp-image-6889\" srcset=\"https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2024\/01\/machine-learning-engineer-la-gi-3.jpg 800w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2024\/01\/machine-learning-engineer-la-gi-3-640x400.jpg 640w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2024\/01\/machine-learning-engineer-la-gi-3-768x480.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\"><em>L\u1eadp tr\u00ecnh l\u00e0 k\u1ef9 n\u0103ng kh\u00f4ng th\u1ec3 thi\u1ebfu d\u00e0nh cho c\u00e1c k\u1ef9 s\u01b0 M\u00e1y h\u1ecdc.<\/em><\/figcaption><\/figure><\/div>\n\n\n<p>B\u00ean c\u1ea1nh \u0111\u00f3, vi\u1ec7c hi\u1ec3u v\u1ec1 c\u00e1c ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh Java, C++ v\u00e0 c\u00e1c ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh li\u00ean quan \u0111\u1ebfn HTML s\u1ebd b\u1ed5 tr\u1ee3 r\u1ea5t nhi\u1ec1u trong qu\u00e1 tr\u00ecnh l\u00e0m vi\u1ec7c c\u1ee7a c\u00e1c k\u1ef9 s\u01b0 x\u00e2y d\u1ef1ng, qu\u1ea3n l\u00fd h\u1ec7 th\u1ed1ng m\u00e1y h\u1ecdc. Kh\u00f4ng ch\u1ec9 v\u1eady, c\u00e1c ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh n\u00eau tr\u00ean th\u01b0\u1eddng \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u1edf b\u1ea5t k\u1ef3 l\u0129nh v\u1ef1c n\u00e0o li\u00ean quan \u0111\u1ebfn AI hay m\u00e1y h\u1ecdc.<\/p>\n\n\n\n<p>Xem th\u00eam: <strong><a href=\"https:\/\/topviecit.vn\/blog\/html-co-phai-ngon-ngu-lap-trinh-khong\/\" target=\"_blank\" rel=\"noreferrer noopener\">Html L\u00e0 G\u00ec? Html C\u00f3 Ph\u1ea3i L\u00e0 Ng\u00f4n Ng\u1eef L\u1eadp Tr\u00ecnh Kh\u00f4ng?<\/a><\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Ky_nang_toan_hoc_thong_ke\"><\/span><strong>K\u1ef9 n\u0103ng to\u00e1n h\u1ecdc, th\u1ed1ng k\u00ea<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>To\u00e1n h\u1ecdc c\u00f3 li\u00ean quan m\u1eadt thi\u1ebft \u0111\u1ebfn t\u1ea5t c\u1ea3 c\u00e1c ng\u00e0nh khoa h\u1ecdc m\u00e1y t\u00ednh, trong \u0111\u00f3 c\u00f3 Machine Learning. C\u00e1c thu\u1eadt to\u00e1n quan tr\u1ecdng trong M\u00e1y h\u1ecdc \u0111\u1ec1u c\u00f3 b\u1eaft ngu\u1ed3n t\u1eeb c\u00e1c ph\u00e9p t\u00ednh x\u00e1c su\u1ea5t th\u1ed1ng k\u00ea. Ch\u00ednh v\u00ec v\u1eady, l\u00e0 m\u1ed9t ML Engineer, b\u1ea1n s\u1ebd c\u1ea7n trang b\u1ecb c\u00e1c k\u1ef9 n\u0103ng to\u00e1n h\u1ecdc c\u01a1 b\u1ea3n, \u0111\u1eb7c bi\u1ec7t trong l\u0129nh v\u1ef1c th\u1ed1ng k\u00ea.<\/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\/2024\/01\/machine-learning-engineer-la-gi-4.jpg\" alt=\"K\u1ef9 n\u0103ng t\u00ednh to\u00e1n, logic gi\u00fap \u00edch r\u1ea5t nhi\u1ec1u trong qu\u00e1 tr\u00ecnh x\u00e2y d\u1ef1ng h\u1ec7 th\u1ed1ng, m\u00f4 h\u00ecnh m\u00e1y h\u1ecdc.\" class=\"wp-image-6890\" srcset=\"https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2024\/01\/machine-learning-engineer-la-gi-4.jpg 800w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2024\/01\/machine-learning-engineer-la-gi-4-640x400.jpg 640w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2024\/01\/machine-learning-engineer-la-gi-4-768x480.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\"><em>K\u1ef9 n\u0103ng t\u00ednh to\u00e1n, logic gi\u00fap \u00edch r\u1ea5t nhi\u1ec1u trong qu\u00e1 tr\u00ecnh x\u00e2y d\u1ef1ng h\u1ec7 th\u1ed1ng, m\u00f4 h\u00ecnh m\u00e1y h\u1ecdc.<\/em><\/figcaption><\/figure><\/div>\n\n\n<p>Khi hi\u1ec3u v\u00e0 n\u1eafm v\u1eefng c\u00e1c ki\u1ebfn th\u1ee9c to\u00e1n h\u1ecdc s\u1ebd b\u1ed5 tr\u1ee3 gi\u00fap c\u00e1c k\u1ef9 s\u01b0 m\u00e1y h\u1ecdc d\u1ec5 d\u00e0ng v\u1eadn d\u1ee5ng v\u00e0o qu\u00e1 tr\u00ecnh x\u00e2y d\u1ef1ng, khai th\u00e1c h\u1ec7 th\u1ed1ng m\u00e1y h\u1ecdc \u1edf b\u1ea5t k\u1ef3 d\u1ef1 \u00e1n n\u00e0o. N\u00f3i c\u00e1ch kh\u00e1c, thu\u1eadt to\u00e1n s\u1eed d\u1ee5ng trong Machine Learning l\u00e0 ph\u1ea7n m\u1edf r\u1ed9ng c\u1ee7a m\u00f4 h\u00ecnh th\u1ed1ng k\u00ea.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Kha_nang_sang_tao\"><\/span><strong>Kh\u1ea3 n\u0103ng s\u00e1ng t\u1ea1o<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>B\u00ean c\u1ea1nh vi\u1ec7c tu\u00e2n th\u1ee7 c\u00e1c quy t\u1eafc, thu\u1eadt to\u00e1n trong qu\u00e1 tr\u00ecnh x\u00e2y d\u1ef1ng, c\u1ea3i ti\u1ebfn h\u1ec7 th\u1ed1ng M\u00e1y h\u1ecdc, c\u00e1c k\u1ef9 s\u01b0 Machine Learning c\u0169ng c\u1ea7n c\u00f3 s\u1ef1 s\u00e1ng t\u1ea1o, kh\u1ea3 n\u0103ng t\u01b0 duy phong ph\u00fa. Kh\u00f4ng ch\u1ec9 gi\u00fap gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 t\u1ed1t h\u01a1n, s\u1ef1 s\u00e1ng t\u1ea1o s\u1ebd gi\u00fap t\u00ecm ra nh\u1eefng c\u00e1ch l\u00e0m \u0111\u01a1n gi\u1ea3n nh\u01b0ng \u0111\u1ea7y hi\u1ec7u qu\u1ea3 \u0111\u1ec3 m\u00f4 h\u00ecnh m\u00e1y h\u1ecdc tr\u1edf n\u00ean th\u00f4ng minh h\u01a1n.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Kien_tri\"><\/span><strong>Ki\u00ean tr\u00ec<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>T\u00ednh ch\u1ea5t c\u00f4ng vi\u1ec7c c\u1ee7a m\u1ed9t Machine Learning Engineer l\u00e0 th\u1ef1c hi\u1ec7n c\u00e1c c\u00f4ng vi\u1ec7c l\u1eb7p \u0111i l\u1eb7p l\u1ea1i m\u1ed9t c\u00e1ch kh\u00e1 nh\u00e0m ch\u00e1n. Ch\u00ednh v\u00ec v\u1eady, k\u1ef9 s\u01b0 m\u00e1y h\u1ecdc ph\u1ea3i l\u00e0 ng\u01b0\u1eddi c\u00f3 t\u00ednh ki\u00ean tr\u00ec v\u00e0 y\u00eau th\u00edch c\u00e1c c\u00f4ng vi\u1ec7c kh\u00f4 khan trong vi\u1ec7c t\u00ecm ki\u1ebfm l\u1ed7i \u2013 c\u1eadp nh\u1eadt h\u1ec7 th\u1ed1ng v\u00e0 ti\u1ebfp t\u1ee5c t\u00ecm ki\u1ebfm l\u1ed7i m\u1edbi.<\/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\/2024\/01\/machine-learning-engineer-la-gi-5.jpg\" alt=\"T\u00ednh ki\u00ean tr\u00ec l\u00e0 m\u1ed9t trong nh\u1eefng \u0111i\u1ec1u v\u00f4 c\u00f9ng quan tr\u1ecdng \u0111\u1ed1i v\u1edbi ML Engineer\" class=\"wp-image-6891\" srcset=\"https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2024\/01\/machine-learning-engineer-la-gi-5.jpg 800w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2024\/01\/machine-learning-engineer-la-gi-5-640x400.jpg 640w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2024\/01\/machine-learning-engineer-la-gi-5-768x480.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\">T\u00ednh ki\u00ean tr\u00ec l\u00e0 m\u1ed9t trong nh\u1eefng \u0111i\u1ec1u v\u00f4 c\u00f9ng quan tr\u1ecdng \u0111\u1ed1i v\u1edbi ML Engineer<\/figcaption><\/figure><\/div>\n\n\n<p>Tuy nhi\u00ean, \u0111\u00e2y kh\u00f4ng ph\u1ea3i l\u00e0 c\u00f4ng vi\u1ec7c v\u00f4 h\u1ea1n b\u1edfi khi \u0111\u1ebfn m\u1ed9t gi\u1edbi h\u1ea1n nh\u1ea5t \u0111\u1ecbnh, h\u1ec7 th\u1ed1ng m\u00e1y h\u1ecdc kh\u00f4ng c\u00f2n mang l\u1ea1i hi\u1ec7u qu\u1ea3 cao h\u01a1n trong c\u00f4ng vi\u1ec7c th\u00ec \u0111\u00f3 l\u00e0 l\u00fac n\u00ean d\u1eebng l\u1ea1i. Khi \u0111\u00f3, n\u1ebfu c\u1ed1 g\u1eafng ti\u1ebfp t\u1ee5c c\u1ea3i thi\u1ec7n th\u1ebf th\u1ed1ng th\u00ec c\u00f3 th\u1ec3 g\u00e2y t\u00e1c d\u1ee5ng ng\u01b0\u1ee3c l\u1ea1i khi\u1ebfn ti\u00eau t\u1ed1n t\u00e0i nguy\u00ean, ngu\u1ed3n l\u1ef1c m\u1ed9t c\u00e1ch l\u00e3ng ph\u00ed.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Ky_nang_phan_tich_du_lieu_nhay_ben\"><\/span><strong>K\u1ef9 n\u0103ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u nh\u1ea1y b\u00e9n<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Kh\u00f4ng c\u00f3 b\u1ea5t k\u1ef3 h\u1ec7 th\u1ed1ng, m\u00f4 h\u00ecnh m\u00e1y h\u1ecdc n\u00e0o c\u00f3 th\u1ec3 ho\u1ea1t \u0111\u1ed9ng m\u00e0 kh\u00f4ng c\u1ea7n d\u1eef li\u1ec7u. Ch\u00ednh v\u00ec v\u1eady, Machine Learning Engineer c\u1ea7n ph\u1ea3i c\u00f3 t\u01b0 duy <strong><a href=\"https:\/\/topviecit.vn\/blog\/top-10-phuong-phap-phan-tich-du-lieu\/\" target=\"_blank\" rel=\"noreferrer noopener\">ph\u00e2n t\u00edch d\u1eef li\u1ec7u<\/a><\/strong>, s\u00e0ng l\u1ecdc \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh nhu c\u1ea7u, c\u00e1ch x\u1eed l\u00fd v\u00e0 khai th\u00e1c th\u00f4ng tin c\u1ea7n thi\u1ebft l\u00e0 g\u00ec. K\u1ef9 n\u0103ng n\u00e0y gi\u00fap cho c\u00f4ng vi\u1ec7c x\u00e2y d\u1ef1ng m\u00f4 h\u00ecnh m\u00e1y h\u1ecdc \u0111\u00fang v\u1edbi nhu c\u1ea7u s\u1eed d\u1ee5ng tr\u1edf n\u00ean \u0111\u01a1n gi\u1ea3n v\u00e0 d\u1ec5 d\u00e0ng h\u01a1n.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Muc_luong_cua_Machine_Learning_Engineer_la_bao_nhieu\"><\/span><strong>M\u1ee9c l\u01b0\u01a1ng c\u1ee7a Machine Learning Engineer l\u00e0 bao nhi\u00eau?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Theo th\u1ed1ng k\u00ea, m\u1ee9c l\u01b0\u01a1ng c\u1ee7a m\u1ed9t Machine Learning Engineer t\u1ea1i Vi\u1ec7t Nam cao h\u01a1n nhi\u1ec1u so v\u1edbi m\u1eb7t b\u1eb1ng chung c\u00e1c ng\u00e0nh ngh\u1ec1 kh\u00e1c. C\u00f3 r\u1ea5t nhi\u1ec1u y\u1ebfu t\u1ed1 c\u00f3 th\u1ec3 \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn thu nh\u1eadp c\u1ee7a ML Engineer nh\u01b0 tr\u00ecnh \u0111\u1ed9, kinh nghi\u1ec7m l\u00e0m vi\u1ec7c, \u0111\u1ecba \u0111i\u1ec3m l\u00e0m vi\u1ec7c hay quy m\u00f4 doanh nghi\u1ec7p. M\u1eb7c d\u00f9 v\u1eady, m\u1ee9c thu nh\u1eadp h\u00e0ng th\u00e1ng c\u1ee7a k\u1ef9 s\u01b0 M\u00e1y h\u1ecdc th\u01b0\u1eddng dao \u0111\u1ed9ng trong kho\u1ea3ng t\u1eeb 22.000.000 VN\u0110 \u0111\u1ebfn 37.000.000 VN\u0110 v\u00e0 ph\u1ed5 bi\u1ebfn \u1edf m\u1ee9c g\u1ea7n 29.000.000 VN\u0110.<\/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\/2024\/01\/machine-learning-engineer-la-gi-6.jpg\" alt=\"M\u1ee9c l\u01b0\u01a1ng c\u1ee7a Machine Learning Engineer t\u1ea1i Vi\u1ec7t Nam r\u1ea5t cao so v\u1edbi b\u00ecnh qu\u00e2n c\u00e1c ngh\u1ec1.\" class=\"wp-image-6892\" srcset=\"https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2024\/01\/machine-learning-engineer-la-gi-6.jpg 800w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2024\/01\/machine-learning-engineer-la-gi-6-640x400.jpg 640w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2024\/01\/machine-learning-engineer-la-gi-6-768x480.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\"><em>M\u1ee9c l\u01b0\u01a1ng c\u1ee7a Machine Learning Engineer t\u1ea1i Vi\u1ec7t Nam r\u1ea5t cao so v\u1edbi b\u00ecnh qu\u00e2n c\u00e1c ngh\u1ec1.<\/em><\/figcaption><\/figure><\/div>\n\n\n<p>Nh\u1eefng n\u01a1i c\u00f3 nhu c\u1ea7u tuy\u1ec3n d\u1ee5ng l\u1edbn nh\u01b0 H\u00e0 N\u1ed9i hay H\u1ed3 Ch\u00ed Minh, m\u1ee9c \u0111\u00e3i ng\u1ed9 h\u00e0ng th\u00e1ng d\u00e0nh cho Machine Learning Engineer th\u01b0\u1eddng cao h\u01a1n so v\u1edbi \u1edf c\u00e1c \u0111\u1ecba ph\u01b0\u01a1ng kh\u00e1c. Ngo\u00e0i ra, v\u1edbi nh\u1eefng k\u1ef9 s\u01b0 M\u00e1y h\u1ecdc cao c\u1ea5p c\u00f3 kinh nghi\u1ec7m, b\u1eb1ng c\u1ea5p , m\u1ee9c l\u01b0\u01a1ng c\u00f3 th\u1ec3 l\u00ean \u0111\u1ebfn tr\u00ean 40.000.000 VN\u0110.<\/p>\n\n\n\n<p>T\u00ecm hi\u1ec3u 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? K\u1ef9 n\u0103ng c\u1ea7n c\u00f3 gi\u00fap t\u0103ng l\u01b0\u01a1ng<\/a><\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Cong_viec_phu_hop_voi_Machine_Learning_Engineer_la_gi\"><\/span><strong>C\u00f4ng vi\u1ec7c ph\u00f9 h\u1ee3p v\u1edbi Machine Learning Engineer l\u00e0 g\u00ec?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Trong l\u0129nh v\u1ef1c khai th\u00e1c d\u1eef li\u1ec7u v\u00f4 c\u00f9ng r\u1ed9ng l\u1edbn, m\u1ed9t ML Engineer c\u00f3 th\u1ec3 d\u1ec5 d\u00e0ng \u0111\u1ea3m nhi\u1ec7m c\u00e1c v\u1ecb tr\u00ed kh\u00e1c li\u00ean quan. N\u1ebfu \u0111ang th\u1eafc m\u1eafc c\u00e1c v\u1ecb tr\u00ed m\u00e0 Machine Learning Engineer c\u00f3 th\u1ec3 \u0111\u1ea3m nh\u1eadn l\u00e0 g\u00ec th\u00ec b\u1ea1n c\u00f3 th\u1ec3 tham kh\u1ea3o m\u1ed9t s\u1ed1 c\u00f4ng vi\u1ec7c nh\u01b0:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Data Engineer<\/strong>: K\u1ef9 s\u01b0 d\u1eef li\u1ec7u l\u00e0 c\u00f4ng vi\u1ec7c c\u00f3 r\u1ea5t nhi\u1ec1u n\u00e9t t\u01b0\u01a1ng \u0111\u1ed3ng v\u1edbi k\u1ef9 s\u01b0 m\u00e1y h\u1ecdc. C\u1ea3 hai v\u1ecb tr\u00ed n\u00e0y \u0111\u1ec1u c\u00f3 kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u00e0 khai th\u00e1c ch\u00fang th\u00f4ng qua c\u00e1c thu\u1eadt to\u00e1n. Tuy nhi\u00ean, Data Engineer th\u01b0\u1eddng ch\u1ec9 x\u00e2y d\u1ef1ng v\u00e0 ki\u1ec3m tra h\u1ec7 sinh th\u00e1i \u0111\u1ec3 khai th\u00e1c m\u1ed9t c\u00e1ch \u1ed5n \u0111\u1ecbnh, d\u1ec5 d\u00e0ng.<\/li>\n<\/ul>\n\n\n\n<p>T\u00ecm hi\u1ec3u th\u00eam: <strong><a href=\"https:\/\/topviecit.vn\/blog\/cau-hoi-phong-van-data-engineer\/\" target=\"_blank\" rel=\"noreferrer noopener\">Tr\u1ecdn b\u1ed9 c\u00e2u h\u1ecfi ph\u1ecfng v\u1ea5n Data Engineer m\u1edbi nh\u1ea5t k\u00e8m c\u00e2u tr\u1ea3 l\u1eddi<\/a><\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong><a href=\"https:\/\/topviecit.vn\/blog\/data-science-la-gi\/\" target=\"_blank\" rel=\"noreferrer noopener\">Data Scientist<\/a><\/strong>: Nh\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u th\u01b0\u1eddng \u0111\u1ea3m nh\u1eadn c\u00f4ng vi\u1ec7c ph\u00e2n t\u00edch, x\u1eed l\u00fd d\u1eef li\u1ec7u v\u00e0 \u0111\u01b0a ra c\u00e1c d\u1ef1 \u0111o\u00e1n li\u00ean quan \u0111\u1ebfn t\u00ecnh h\u00ecnh th\u1ef1c t\u1ebf v\u00e0 \u0111\u01b0a ra c\u00e1c gi\u1ea3i ph\u00e1p, t\u00ecm ki\u1ebfm c\u01a1 h\u1ed9i nh\u1eb1m mang l\u1ea1i k\u1ebft qu\u1ea3 t\u1ed1t h\u01a1n trong c\u00f4ng vi\u1ec7c kinh doanh.<\/li>\n\n\n\n<li><strong><a href=\"https:\/\/topviecit.vn\/blog\/data-analyst-la-lam-gi\/\" target=\"_blank\" rel=\"noreferrer noopener\">Data Analyst<\/a><\/strong>: Nh\u01b0 t\u00ean g\u1ecdi c\u1ee7a m\u00ecnh, nh\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u \u0111\u1ea3m nh\u1eadn nhi\u1ec7m v\u1ee5 \u0111\u00e1nh gi\u00e1, s\u00e0ng l\u1ecdc v\u00e0 lo\u1ea1i b\u1ecf nh\u1eefng th\u00f4ng tin kh\u00f4ng c\u1ea7n thi\u1ebft trong h\u1ec7 th\u1ed1ng d\u1eef li\u1ec7u l\u1edbn th\u00f4ng qua c\u00e1c thu\u1eadt to\u00e1n.<\/li>\n\n\n\n<li><strong><a href=\"https:\/\/topviecit.vn\/blog\/ai-engineer\/\" target=\"_blank\" rel=\"noreferrer noopener\">AI Engineer<\/a><\/strong>: K\u1ef9 s\u01b0 AI th\u01b0\u1eddng \u0111\u1ea3m nh\u1eadn c\u00f4ng vi\u1ec7c nh\u01b0 m\u1ed9t ML Engineer li\u00ean quan \u0111\u1ebfn x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean v\u00e0 m\u1ea1ng l\u01b0\u1edbi th\u1ea7n kinh \u0111\u1ec3 t\u1ea1o ra m\u00f4 h\u00ecnh h\u1ed7 tr\u1ee3 \u1ee9ng d\u1ee5ng AI.<\/li>\n\n\n\n<li><strong>Computer Scientist<\/strong>: X\u1eed l\u00fd c\u00e1c ph\u1ea7n m\u1ec1m v\u00e0 h\u1ec7 th\u1ed1ng ph\u1ea7n m\u1ec1m th\u01b0\u1eddng \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng.<\/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\/2024\/01\/machine-learning-engineer-la-gi-7.jpg\" alt=\"Machine Learning Engineer c\u00f3 th\u1ec3 \u0111\u1ea3m nh\u1eadn nhi\u1ec1u c\u00f4ng vi\u1ec7c kh\u00e1c li\u00ean quan \u0111\u1ebfn x\u1eed l\u00fd d\u1eef li\u1ec7u.\" class=\"wp-image-6893\" srcset=\"https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2024\/01\/machine-learning-engineer-la-gi-7.jpg 800w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2024\/01\/machine-learning-engineer-la-gi-7-640x400.jpg 640w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2024\/01\/machine-learning-engineer-la-gi-7-768x480.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\"><strong><em>Machine Learning Engineer c\u00f3 th\u1ec3 \u0111\u1ea3m nh\u1eadn nhi\u1ec1u c\u00f4ng vi\u1ec7c kh\u00e1c li\u00ean quan \u0111\u1ebfn x\u1eed l\u00fd d\u1eef li\u1ec7u.<\/em><\/strong><\/figcaption><\/figure><\/div>\n\n\n<p>C\u00f3 th\u1ec3 th\u1ea5y r\u1eb1ng Machine Learning Engineer l\u00e0 nh\u1eefng ng\u01b0\u1eddi \u0111a n\u0103ng c\u00f3 th\u1ec3 \u0111\u1ea3m nh\u1eadn r\u1ea5t nhi\u1ec1u c\u00f4ng vi\u1ec7c kh\u00e1c nhau li\u00ean quan \u0111\u1ebfn d\u1eef li\u1ec7u v\u00e0 m\u1edf ra nhi\u1ec1u c\u01a1 h\u1ed9i vi\u1ec7c l\u00e0m h\u1ea5p d\u1eabn.<\/p>\n\n\n\n<p>T\u00ecm hi\u1ec3u th\u00eam: <a href=\"https:\/\/topviecit.vn\/blog\/data-engineer-va-data-analyst\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>So s\u00e1nh Data Engineer v\u00e0 Data Analyst, Data Scientist chi ti\u1ebft<\/strong><\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Tim_viec_lam_Machine_Learning_Engineer_o_dau\"><\/span><strong>T\u00ecm vi\u1ec7c l\u00e0m Machine Learning Engineer \u1edf \u0111\u00e2u?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>V\u1edbi ng\u00e0nh ngh\u1ec1 ch\u1ea5t l\u01b0\u1ee3ng cao nh\u01b0 Machine Learning Engineer, vi\u1ec7c t\u00ecm ki\u1ebfm c\u00f4ng vi\u1ec7c ph\u00f9 h\u1ee3p kh\u00f4ng d\u1ec5 d\u00e0ng nh\u01b0 c\u00e1c ngh\u1ec1 nghi\u1ec7p ph\u1ed5 th\u00f4ng kh\u00e1c. Ch\u00ednh v\u00ec th\u1ebf, l\u1ef1a ch\u1ecdn ch\u00ednh x\u00e1c k\u00eanh tuy\u1ec3n d\u1ee5ng s\u1ebd l\u00e0m t\u0103ng c\u01a1 h\u1ed9i k\u1ebft n\u1ed1i v\u1edbi doanh nghi\u1ec7p ph\u00f9 h\u1ee3p v\u1edbi b\u1ea3n th\u00e2n. Hi\u1ec7n nay, c\u00f3 r\u1ea5t nhi\u1ec1u ph\u01b0\u01a1ng th\u1ee9c t\u00ecm ki\u1ebfm vi\u1ec7c l\u00e0m v\u00e0 c\u00e1c trang web tuy\u1ec3n d\u1ee5ng l\u00e0 m\u1ed9t trong nh\u1eefng c\u00e1ch hi\u1ec7u qu\u1ea3 nh\u1ea5t.<\/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\/2024\/01\/machine-learning-engineer-la-gi-8.jpg\" alt=\"T\u00ecm ki\u1ebfm vi\u1ec7c l\u00e0m Machine Learning Engineer \u1edf \u0111\u00e2u hi\u1ec7u qu\u1ea3 nh\u1ea5t?\" class=\"wp-image-6894\" srcset=\"https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2024\/01\/machine-learning-engineer-la-gi-8.jpg 800w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2024\/01\/machine-learning-engineer-la-gi-8-640x400.jpg 640w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2024\/01\/machine-learning-engineer-la-gi-8-768x480.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\">T\u00ecm ki\u1ebfm vi\u1ec7c l\u00e0m Machine Learning Engineer \u1edf \u0111\u00e2u hi\u1ec7u qu\u1ea3 nh\u1ea5t?<\/figcaption><\/figure><\/div>\n\n\n<p>L\u00e0 m\u1ed9t trong nh\u1eefng website tuy\u1ec3n d\u1ee5ng h\u00e0ng \u0111\u1ea7u, <a href=\"https:\/\/topcv.vn\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>TopCV.vn<\/strong><\/a> l\u00e0 \u0111\u1ed1i t\u00e1c c\u1ee7a h\u01a1n 180.000 doanh nghi\u1ec7p l\u1edbn nh\u1ecf tr\u00ean c\u1ea3 n\u01b0\u1edbc trong vi\u1ec7c k\u1ebft n\u1ed1i ng\u01b0\u1eddi lao \u0111\u1ed9ng v\u1edbi nh\u00e0 tuy\u1ec3n d\u1ee5ng. Kh\u00f4ng ch\u1ec9 l\u00e0 c\u1ea7u n\u1ed1i vi\u1ec7c l\u00e0m, trang tuy\u1ec3n d\u1ee5ng TopCV.vn c\u00f2n mang \u0111\u1ebfn r\u1ea5t nhi\u1ec1u ti\u1ec7n \u00edch h\u1ed7 tr\u1ee3 \u1ee9ng vi\u00ean d\u1ec5 d\u00e0ng \u1ee9ng tuy\u1ec3n nh\u01b0:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Kho CV m\u1eabu \u0111a d\u1ea1ng, phong ph\u00fa, th\u00edch h\u1ee3p v\u1edbi m\u1ecdi \u1ee9ng vi\u00ean.<\/li>\n\n\n\n<li>G\u1eedi CV \u0111\u1ebfn c\u00e1c nh\u00e0 tuy\u1ec3n d\u1ee5ng ti\u1ec1m n\u0103ng, ph\u00f9 h\u1ee3p v\u1edbi \u1ee9ng vi\u00ean nh\u1edd s\u1ef1 h\u1ed7 tr\u1ee3 c\u1ee7a c\u00f4ng ngh\u1ec7 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI).<\/li>\n\n\n\n<li>Nhi\u1ec1u c\u00f4ng c\u1ee5 gi\u00fap \u0111\u1ecbnh h\u01b0\u1edbng ngh\u1ec1 nghi\u1ec7p h\u1ed7 tr\u1ee3 \u1ee9ng vi\u00ean \u0111\u00e1nh gi\u00e1 ch\u00ednh x\u00e1c tr\u00ecnh \u0111\u1ed9, n\u0103ng l\u1ef1c b\u1ea3n th\u00e2n nh\u01b0 TopCV Skills, tr\u1eafc nghi\u1ec7m t\u00ednh c\u00e1ch MBTI, Tr\u1eafc nghi\u1ec7m MI, \u2026<\/li>\n<\/ul>\n\n\n\n<p>V\u1edbi mong mu\u1ed1n x\u00e2y d\u1ef1ng m\u1ed9t th\u1ecb tr\u01b0\u1eddng tuy\u1ec3n d\u1ee5ng \u2013 vi\u1ec7c l\u00e0m l\u1edbn m\u1ea1nh, TopCV.vn kh\u00f4ng ch\u1ec9 \u0111\u01a1n thu\u1ea7n l\u00e0 c\u1ed5ng th\u00f4ng tin vi\u1ec7c l\u00e0m m\u00e0 d\u1ea7n tr\u1edf th\u00e0nh c\u1ea9m nang h\u1ed7 tr\u1ee3 s\u1ef1 nghi\u1ec7p cho m\u1ecdi \u1ee9ng vi\u00ean ng\u00e0y m\u1ed9t ph\u00e1t tri\u1ec3n h\u01a1n.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-1 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-background wp-element-button\" href=\"https:\/\/www.topcv.vn\/tim-viec-lam-machine-learning-engineer\" style=\"background-color:#109898\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>T\u00ccM VI\u1ec6C MACHINE LEARNING ENGINEER<\/strong><\/a><\/div>\n<\/div>\n\n\n\n<p>Tr\u00ean \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 th\u00f4ng tin c\u1ea7n bi\u1ebft v\u1ec1 <strong>Machine Learning Engineer l\u00e0 g\u00ec<\/strong> v\u00e0 nh\u1eefng l\u01b0u \u00fd khi t\u00ecm ki\u1ebfm c\u01a1 h\u1ed9i vi\u1ec7c l\u00e0m tr\u1edf th\u00e0nh k\u1ef9 s\u01b0 M\u00e1y h\u1ecdc c\u1ee7a chuy\u00ean m\u1ee5c <strong><a href=\"https:\/\/topviecit.vn\/blog\/chuyen-muc\/viec-lam-noi-bat\/\" target=\"_blank\" rel=\"noreferrer noopener\">Vi\u1ec7c l\u00e0m n\u1ed5i b\u1eadt<\/a><\/strong>. Hy v\u1ecdng v\u1edbi b\u00e0i vi\u1ebft n\u00e0y, b\u1ea1n s\u1ebd c\u00f3 nh\u1eefng \u0111\u1ecbnh h\u01b0\u1edbng r\u00f5 r\u00e0ng, c\u1ee5 th\u1ec3 tr\u00ean con \u0111\u01b0\u1eddng tr\u1edf th\u00e0nh m\u1ed9t Machine Learning Engineer v\u00e0 t\u00ecm ki\u1ebfm \u0111\u01b0\u1ee3c c\u01a1 h\u1ed9i vi\u1ec7c l\u00e0m nh\u01b0 \u00fd.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>V\u1edbi s\u1ef1 b\u00f9ng n\u1ed5 c\u1ee7a th\u1eddi \u0111\u1ea1i s\u1ed1, Machine Learning Engineer d\u1ea7n tr\u1edf n\u00ean quan tr\u1ecdng v\u00e0 th\u00fa h\u00fat \u0111\u01b0\u1ee3c r\u1ea5t nhi\u1ec1u ng\u01b0\u1eddi mong mu\u1ed1n tr\u1edf th\u00e0nh m\u1ed9t ML Engineer. C\u00f9ng t\u00ecm hi\u1ec3u Machine Learning Engineer l\u00e0 g\u00ec, nh\u1eefng y\u00eau c\u1ea7u c\u1ea7n c\u00f3 v\u00e0 c\u00e1c c\u00f4ng vi\u1ec7c m\u00e0 v\u1ecb tr\u00ed n\u00e0y c\u1ea7n \u0111\u1ea3m nhi\u1ec7m qua [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":6886,"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":[86,84],"tags":[],"class_list":["post-6885","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-chia-se-kinh-nghiem","category-viec-lam-noi-bat"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Machine Learning Engineer l\u00e0 g\u00ec? C\u00f4ng vi\u1ec7c c\u1ee5 th\u1ec3, m\u1ee9c l\u01b0\u01a1ng?<\/title>\n<meta name=\"description\" content=\"M\u1ed9t Machine Learning Engineer l\u00e0 g\u00ec? C\u1ea7n trang b\u1ecb gi \u0111\u1ec3 tr\u1edf th\u00e0nh ML Engineer v\u00e0 c\u00f4ng vi\u1ec7c n\u00e0y l\u00e0m g\u00ec, c\u00f3 m\u1ee9c l\u01b0\u01a1ng ra sao?\" \/>\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\/machine-learning-engineer-la-gi\/\" \/>\n<meta property=\"og:locale\" content=\"vi_VN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Machine Learning Engineer l\u00e0 g\u00ec? C\u00f4ng vi\u1ec7c c\u1ee5 th\u1ec3, m\u1ee9c l\u01b0\u01a1ng?\" \/>\n<meta property=\"og:description\" content=\"M\u1ed9t Machine Learning Engineer l\u00e0 g\u00ec? C\u1ea7n trang b\u1ecb gi \u0111\u1ec3 tr\u1edf th\u00e0nh ML Engineer v\u00e0 c\u00f4ng vi\u1ec7c n\u00e0y l\u00e0m g\u00ec, c\u00f3 m\u1ee9c l\u01b0\u01a1ng ra sao?\" \/>\n<meta property=\"og:url\" content=\"https:\/\/topviecit.vn\/blog\/machine-learning-engineer-la-gi\/\" \/>\n<meta property=\"og:site_name\" content=\"TopviecIT\" \/>\n<meta property=\"article:published_time\" content=\"2023-12-13T01:24:16+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-01-15T03:52:37+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2024\/01\/machine-learning-engineer-la-gi.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"800\" \/>\n\t<meta property=\"og:image:height\" content=\"500\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"TopviecIT\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u0110\u01b0\u1ee3c vi\u1ebft b\u1edfi\" \/>\n\t<meta name=\"twitter:data1\" content=\"TopviecIT\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u01af\u1edbc t\u00ednh th\u1eddi gian \u0111\u1ecdc\" \/>\n\t<meta name=\"twitter:data2\" content=\"14 ph\u00fat\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/topviecit.vn\/blog\/machine-learning-engineer-la-gi\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/topviecit.vn\/blog\/machine-learning-engineer-la-gi\/\"},\"author\":{\"name\":\"TopviecIT\",\"@id\":\"https:\/\/topviecit.vn\/blog\/#\/schema\/person\/042073e65bc1162f1f4c5b2479472752\"},\"headline\":\"Machine Learning Engineer l\u00e0 g\u00ec? M\u00f4 t\u1ea3 c\u00f4ng vi\u1ec7c, m\u1ee9c l\u01b0\u01a1ng v\u00e0 nh\u1eefng y\u00eau c\u1ea7u c\u1ea7n c\u00f3\",\"datePublished\":\"2023-12-13T01:24:16+00:00\",\"dateModified\":\"2024-01-15T03:52:37+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/topviecit.vn\/blog\/machine-learning-engineer-la-gi\/\"},\"wordCount\":3265,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/topviecit.vn\/blog\/#organization\"},\"image\":{\"@id\":\"https:\/\/topviecit.vn\/blog\/machine-learning-engineer-la-gi\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2024\/01\/machine-learning-engineer-la-gi.jpg\",\"articleSection\":[\"Chia s\u1ebb kinh nghi\u1ec7m\",\"Vi\u1ec7c l\u00e0m n\u1ed5i b\u1eadt\"],\"inLanguage\":\"vi\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/topviecit.vn\/blog\/machine-learning-engineer-la-gi\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/topviecit.vn\/blog\/machine-learning-engineer-la-gi\/\",\"url\":\"https:\/\/topviecit.vn\/blog\/machine-learning-engineer-la-gi\/\",\"name\":\"Machine Learning Engineer l\u00e0 g\u00ec? C\u00f4ng vi\u1ec7c c\u1ee5 th\u1ec3, m\u1ee9c l\u01b0\u01a1ng?\",\"isPartOf\":{\"@id\":\"https:\/\/topviecit.vn\/blog\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/topviecit.vn\/blog\/machine-learning-engineer-la-gi\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/topviecit.vn\/blog\/machine-learning-engineer-la-gi\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2024\/01\/machine-learning-engineer-la-gi.jpg\",\"datePublished\":\"2023-12-13T01:24:16+00:00\",\"dateModified\":\"2024-01-15T03:52:37+00:00\",\"description\":\"M\u1ed9t Machine Learning Engineer l\u00e0 g\u00ec? C\u1ea7n trang b\u1ecb gi \u0111\u1ec3 tr\u1edf th\u00e0nh ML Engineer v\u00e0 c\u00f4ng vi\u1ec7c n\u00e0y l\u00e0m g\u00ec, c\u00f3 m\u1ee9c l\u01b0\u01a1ng ra sao?\",\"breadcrumb\":{\"@id\":\"https:\/\/topviecit.vn\/blog\/machine-learning-engineer-la-gi\/#breadcrumb\"},\"inLanguage\":\"vi\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/topviecit.vn\/blog\/machine-learning-engineer-la-gi\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"vi\",\"@id\":\"https:\/\/topviecit.vn\/blog\/machine-learning-engineer-la-gi\/#primaryimage\",\"url\":\"https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2024\/01\/machine-learning-engineer-la-gi.jpg\",\"contentUrl\":\"https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2024\/01\/machine-learning-engineer-la-gi.jpg\",\"width\":800,\"height\":500},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/topviecit.vn\/blog\/machine-learning-engineer-la-gi\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Trang ch\u1ee7\",\"item\":\"https:\/\/topviecit.vn\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Machine Learning Engineer l\u00e0 g\u00ec? M\u00f4 t\u1ea3 c\u00f4ng vi\u1ec7c, m\u1ee9c l\u01b0\u01a1ng v\u00e0 nh\u1eefng y\u00eau c\u1ea7u c\u1ea7n c\u00f3\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/topviecit.vn\/blog\/#website\",\"url\":\"https:\/\/topviecit.vn\/blog\/\",\"name\":\"TopviecIT\",\"description\":\"Chia s\u1ebb kinh nghi\u1ec7m l\u00e0m vi\u1ec7c v\u00e0 vi\u1ec7c l\u00e0m IT m\u1edbi nh\u1ea5t\",\"publisher\":{\"@id\":\"https:\/\/topviecit.vn\/blog\/#organization\"},\"alternateName\":\"TopviecIT\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/topviecit.vn\/blog\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"vi\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/topviecit.vn\/blog\/#organization\",\"name\":\"TopviecIT\",\"alternateName\":\"TopviecIT\",\"url\":\"https:\/\/topviecit.vn\/blog\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"vi\",\"@id\":\"https:\/\/topviecit.vn\/blog\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/05\/logo-topviecit-2.png\",\"contentUrl\":\"https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/05\/logo-topviecit-2.png\",\"width\":666,\"height\":375,\"caption\":\"TopviecIT\"},\"image\":{\"@id\":\"https:\/\/topviecit.vn\/blog\/#\/schema\/logo\/image\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\/\/topviecit.vn\/blog\/#\/schema\/person\/042073e65bc1162f1f4c5b2479472752\",\"name\":\"TopviecIT\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"vi\",\"@id\":\"https:\/\/topviecit.vn\/blog\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/9a6c56d43953b832d7da7737079a978d?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/9a6c56d43953b832d7da7737079a978d?s=96&d=mm&r=g\",\"caption\":\"TopviecIT\"},\"sameAs\":[\"https:\/\/topviecit.vn\/blog\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Machine Learning Engineer l\u00e0 g\u00ec? C\u00f4ng vi\u1ec7c c\u1ee5 th\u1ec3, m\u1ee9c l\u01b0\u01a1ng?","description":"M\u1ed9t Machine Learning Engineer l\u00e0 g\u00ec? C\u1ea7n trang b\u1ecb gi \u0111\u1ec3 tr\u1edf th\u00e0nh ML Engineer v\u00e0 c\u00f4ng vi\u1ec7c n\u00e0y l\u00e0m g\u00ec, c\u00f3 m\u1ee9c l\u01b0\u01a1ng ra sao?","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/topviecit.vn\/blog\/machine-learning-engineer-la-gi\/","og_locale":"vi_VN","og_type":"article","og_title":"Machine Learning Engineer l\u00e0 g\u00ec? C\u00f4ng vi\u1ec7c c\u1ee5 th\u1ec3, m\u1ee9c l\u01b0\u01a1ng?","og_description":"M\u1ed9t Machine Learning Engineer l\u00e0 g\u00ec? C\u1ea7n trang b\u1ecb gi \u0111\u1ec3 tr\u1edf th\u00e0nh ML Engineer v\u00e0 c\u00f4ng vi\u1ec7c n\u00e0y l\u00e0m g\u00ec, c\u00f3 m\u1ee9c l\u01b0\u01a1ng ra sao?","og_url":"https:\/\/topviecit.vn\/blog\/machine-learning-engineer-la-gi\/","og_site_name":"TopviecIT","article_published_time":"2023-12-13T01:24:16+00:00","article_modified_time":"2024-01-15T03:52:37+00:00","og_image":[{"width":800,"height":500,"url":"https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2024\/01\/machine-learning-engineer-la-gi.jpg","type":"image\/jpeg"}],"author":"TopviecIT","twitter_card":"summary_large_image","twitter_misc":{"\u0110\u01b0\u1ee3c vi\u1ebft b\u1edfi":"TopviecIT","\u01af\u1edbc t\u00ednh th\u1eddi gian \u0111\u1ecdc":"14 ph\u00fat"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/topviecit.vn\/blog\/machine-learning-engineer-la-gi\/#article","isPartOf":{"@id":"https:\/\/topviecit.vn\/blog\/machine-learning-engineer-la-gi\/"},"author":{"name":"TopviecIT","@id":"https:\/\/topviecit.vn\/blog\/#\/schema\/person\/042073e65bc1162f1f4c5b2479472752"},"headline":"Machine Learning Engineer l\u00e0 g\u00ec? M\u00f4 t\u1ea3 c\u00f4ng vi\u1ec7c, m\u1ee9c l\u01b0\u01a1ng v\u00e0 nh\u1eefng y\u00eau c\u1ea7u c\u1ea7n c\u00f3","datePublished":"2023-12-13T01:24:16+00:00","dateModified":"2024-01-15T03:52:37+00:00","mainEntityOfPage":{"@id":"https:\/\/topviecit.vn\/blog\/machine-learning-engineer-la-gi\/"},"wordCount":3265,"commentCount":0,"publisher":{"@id":"https:\/\/topviecit.vn\/blog\/#organization"},"image":{"@id":"https:\/\/topviecit.vn\/blog\/machine-learning-engineer-la-gi\/#primaryimage"},"thumbnailUrl":"https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2024\/01\/machine-learning-engineer-la-gi.jpg","articleSection":["Chia s\u1ebb kinh nghi\u1ec7m","Vi\u1ec7c l\u00e0m n\u1ed5i b\u1eadt"],"inLanguage":"vi","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/topviecit.vn\/blog\/machine-learning-engineer-la-gi\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/topviecit.vn\/blog\/machine-learning-engineer-la-gi\/","url":"https:\/\/topviecit.vn\/blog\/machine-learning-engineer-la-gi\/","name":"Machine Learning Engineer l\u00e0 g\u00ec? C\u00f4ng vi\u1ec7c c\u1ee5 th\u1ec3, m\u1ee9c l\u01b0\u01a1ng?","isPartOf":{"@id":"https:\/\/topviecit.vn\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/topviecit.vn\/blog\/machine-learning-engineer-la-gi\/#primaryimage"},"image":{"@id":"https:\/\/topviecit.vn\/blog\/machine-learning-engineer-la-gi\/#primaryimage"},"thumbnailUrl":"https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2024\/01\/machine-learning-engineer-la-gi.jpg","datePublished":"2023-12-13T01:24:16+00:00","dateModified":"2024-01-15T03:52:37+00:00","description":"M\u1ed9t Machine Learning Engineer l\u00e0 g\u00ec? C\u1ea7n trang b\u1ecb gi \u0111\u1ec3 tr\u1edf th\u00e0nh ML Engineer v\u00e0 c\u00f4ng vi\u1ec7c n\u00e0y l\u00e0m g\u00ec, c\u00f3 m\u1ee9c l\u01b0\u01a1ng ra sao?","breadcrumb":{"@id":"https:\/\/topviecit.vn\/blog\/machine-learning-engineer-la-gi\/#breadcrumb"},"inLanguage":"vi","potentialAction":[{"@type":"ReadAction","target":["https:\/\/topviecit.vn\/blog\/machine-learning-engineer-la-gi\/"]}]},{"@type":"ImageObject","inLanguage":"vi","@id":"https:\/\/topviecit.vn\/blog\/machine-learning-engineer-la-gi\/#primaryimage","url":"https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2024\/01\/machine-learning-engineer-la-gi.jpg","contentUrl":"https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2024\/01\/machine-learning-engineer-la-gi.jpg","width":800,"height":500},{"@type":"BreadcrumbList","@id":"https:\/\/topviecit.vn\/blog\/machine-learning-engineer-la-gi\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Trang ch\u1ee7","item":"https:\/\/topviecit.vn\/blog\/"},{"@type":"ListItem","position":2,"name":"Machine Learning Engineer l\u00e0 g\u00ec? M\u00f4 t\u1ea3 c\u00f4ng vi\u1ec7c, m\u1ee9c l\u01b0\u01a1ng v\u00e0 nh\u1eefng y\u00eau c\u1ea7u c\u1ea7n c\u00f3"}]},{"@type":"WebSite","@id":"https:\/\/topviecit.vn\/blog\/#website","url":"https:\/\/topviecit.vn\/blog\/","name":"TopviecIT","description":"Chia s\u1ebb kinh nghi\u1ec7m l\u00e0m vi\u1ec7c v\u00e0 vi\u1ec7c l\u00e0m IT m\u1edbi nh\u1ea5t","publisher":{"@id":"https:\/\/topviecit.vn\/blog\/#organization"},"alternateName":"TopviecIT","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/topviecit.vn\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"vi"},{"@type":"Organization","@id":"https:\/\/topviecit.vn\/blog\/#organization","name":"TopviecIT","alternateName":"TopviecIT","url":"https:\/\/topviecit.vn\/blog\/","logo":{"@type":"ImageObject","inLanguage":"vi","@id":"https:\/\/topviecit.vn\/blog\/#\/schema\/logo\/image\/","url":"https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/05\/logo-topviecit-2.png","contentUrl":"https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/05\/logo-topviecit-2.png","width":666,"height":375,"caption":"TopviecIT"},"image":{"@id":"https:\/\/topviecit.vn\/blog\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/topviecit.vn\/blog\/#\/schema\/person\/042073e65bc1162f1f4c5b2479472752","name":"TopviecIT","image":{"@type":"ImageObject","inLanguage":"vi","@id":"https:\/\/topviecit.vn\/blog\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/9a6c56d43953b832d7da7737079a978d?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/9a6c56d43953b832d7da7737079a978d?s=96&d=mm&r=g","caption":"TopviecIT"},"sameAs":["https:\/\/topviecit.vn\/blog"]}]}},"_links":{"self":[{"href":"https:\/\/topviecit.vn\/blog\/wp-json\/wp\/v2\/posts\/6885","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/topviecit.vn\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/topviecit.vn\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/topviecit.vn\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/topviecit.vn\/blog\/wp-json\/wp\/v2\/comments?post=6885"}],"version-history":[{"count":6,"href":"https:\/\/topviecit.vn\/blog\/wp-json\/wp\/v2\/posts\/6885\/revisions"}],"predecessor-version":[{"id":6940,"href":"https:\/\/topviecit.vn\/blog\/wp-json\/wp\/v2\/posts\/6885\/revisions\/6940"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/topviecit.vn\/blog\/wp-json\/wp\/v2\/media\/6886"}],"wp:attachment":[{"href":"https:\/\/topviecit.vn\/blog\/wp-json\/wp\/v2\/media?parent=6885"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/topviecit.vn\/blog\/wp-json\/wp\/v2\/categories?post=6885"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/topviecit.vn\/blog\/wp-json\/wp\/v2\/tags?post=6885"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}