{"id":1087,"date":"2021-09-23T03:51:19","date_gmt":"2021-09-23T03:51:19","guid":{"rendered":"https:\/\/topviecit.vn\/blog\/?p=1087"},"modified":"2023-03-15T01:52:42","modified_gmt":"2023-03-15T01:52:42","slug":"top-viec-lam-data-hot-nhat-nganh-khoa-hoc-du-lieu","status":"publish","type":"post","link":"https:\/\/topviecit.vn\/blog\/top-viec-lam-data-hot-nhat-nganh-khoa-hoc-du-lieu\/","title":{"rendered":"Top vi\u1ec7c l\u00e0m data hot nh\u1ea5t trong ng\u00e0nh Khoa h\u1ecdc D\u1eef Li\u1ec7u"},"content":{"rendered":"\n<p>Khoa h\u1ecdc d\u1eef li\u1ec7u \u0111ang l\u00e0 m\u1ed9t trong nh\u1eefng ng\u00e0nh hot nh\u1ea5t hi\u1ec7n nay v\u1edbi r\u1ea5t nhi\u1ec1u v\u1ecb tr\u00ed c\u00f4ng vi\u1ec7c h\u1ea5p d\u1eabn. Tuy v\u1eady, v\u1eabn c\u00f3 nhi\u1ec1u b\u1ea1n tr\u1ebb \u0111ang b\u0103n kho\u0103n v\u1ec1 c\u00f4ng vi\u1ec7c c\u1ee7a ng\u00e0nh n\u00e0y sau khi ra tr\u01b0\u1eddng. C\u00f9ng kh\u00e1m ph\u00e1 c\u00e1c <a href=\"https:\/\/topviecit.vn\/blog\/top-viec-lam-data-hot-nhat-trong-nganh-khoa-hoc-du-lieu\/\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"has-inline-color has-vivid-cyan-blue-color\"><strong>vi\u1ec7c l\u00e0m data hot nh\u1ea5t hi\u1ec7n nay<\/strong><\/span><\/a> qua b\u00e0i vi\u1ebft d\u01b0\u1edbi \u0111\u00e2y t\u1eeb <span class=\"has-inline-color has-vivid-cyan-blue-color\"><strong><a href=\"https:\/\/topviecit.vn\/\" target=\"_blank\" rel=\"noreferrer noopener\">topviecit.vn<\/a><\/strong> <\/span>nh\u00e9.<\/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\/top-viec-lam-data-hot-nhat-nganh-khoa-hoc-du-lieu\/#Cac_viec_lam_data_danh_cho_nganh_Khoa_hoc_Du_lieu\" title=\"C\u00e1c vi\u1ec7c l\u00e0m data d\u00e0nh cho ng\u00e0nh Khoa h\u1ecdc D\u1eef li\u1ec7u\">C\u00e1c vi\u1ec7c l\u00e0m data d\u00e0nh cho ng\u00e0nh Khoa h\u1ecdc D\u1eef li\u1ec7u<\/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\/top-viec-lam-data-hot-nhat-nganh-khoa-hoc-du-lieu\/#Data_Analysis_%E2%80%93_Chuyen_vien_phan_tich_du_lieu\" title=\"Data Analysis &#8211; Chuy\u00ean vi\u00ean ph\u00e2n t\u00edch d\u1eef li\u1ec7u\">Data Analysis &#8211; Chuy\u00ean vi\u00ean ph\u00e2n t\u00edch d\u1eef li\u1ec7u<\/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\/top-viec-lam-data-hot-nhat-nganh-khoa-hoc-du-lieu\/#Data_Scientist_%E2%80%93_Chuyen_gia_khoa_hoc_du_lieu\" title=\"Data Scientist \u2013 Chuy\u00ean gia khoa h\u1ecdc d\u1eef li\u1ec7u\">Data Scientist \u2013 Chuy\u00ean gia khoa h\u1ecdc d\u1eef li\u1ec7u<\/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\/top-viec-lam-data-hot-nhat-nganh-khoa-hoc-du-lieu\/#Data_Architect\" title=\"Data Architect\">Data Architect<\/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\/top-viec-lam-data-hot-nhat-nganh-khoa-hoc-du-lieu\/#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-6\" href=\"https:\/\/topviecit.vn\/blog\/top-viec-lam-data-hot-nhat-nganh-khoa-hoc-du-lieu\/#Data_Science_Manager\" title=\"Data Science Manager\">Data Science Manager<\/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\/top-viec-lam-data-hot-nhat-nganh-khoa-hoc-du-lieu\/#Statistician_%E2%80%93_Chuyen_gia_thong_ke\" title=\"Statistician \u2013 Chuy\u00ean gia th\u1ed1ng k\u00ea\">Statistician \u2013 Chuy\u00ean gia 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-8\" href=\"https:\/\/topviecit.vn\/blog\/top-viec-lam-data-hot-nhat-nganh-khoa-hoc-du-lieu\/#Machine_Learning_Engineer\" title=\"Machine Learning Engineer&nbsp;\">Machine Learning Engineer&nbsp;<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/topviecit.vn\/blog\/top-viec-lam-data-hot-nhat-nganh-khoa-hoc-du-lieu\/#Decision_Scientists\" title=\"Decision Scientists\">Decision Scientists<\/a><\/li><\/ul><\/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\/top-viec-lam-data-hot-nhat-nganh-khoa-hoc-du-lieu\/#Tam_ket\" title=\"T\u1ea1m k\u1ebft\">T\u1ea1m k\u1ebft<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Cac_viec_lam_data_danh_cho_nganh_Khoa_hoc_Du_lieu\"><\/span><strong>C\u00e1c vi\u1ec7c l\u00e0m data d\u00e0nh cho ng\u00e0nh Khoa h\u1ecdc D\u1eef li\u1ec7u<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Th\u1eddi \u0111\u1ea1i c\u00f4ng ngh\u1ec7 4.0 \u0111ang ph\u00e1t tri\u1ec3n nhanh mang \u0111\u1ebfn nhi\u1ec1u c\u01a1 h\u1ed9i vi\u1ec7c l\u00e0m data cho sinh vi\u00ean ng\u00e0nh Khoa h\u1ecdc d\u1eef li\u1ec7u. Tham kh\u1ea3o c\u00e1c c\u00f4ng vi\u1ec7c d\u01b0\u1edbi \u0111\u00e2y xem \u0111\u00e2u l\u00e0 l\u1ef1a ch\u1ecdn ph\u00f9 h\u1ee3p nh\u1ea5t v\u1edbi b\u1ea1n nh\u00e9.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Data_Analysis_%E2%80%93_Chuyen_vien_phan_tich_du_lieu\"><\/span><strong>Data Analysis &#8211; Chuy\u00ean vi\u00ean ph\u00e2n t\u00edch d\u1eef li\u1ec7u<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2021\/09\/data-analysis.jpeg\" alt=\"Data Analyst l\u00e0 nh\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u c\u00f3 vai tr\u00f2 quan tr\u1ecdng trong ng\u00e0nh Khoa h\u1ecdc d\u1eef li\u1ec7u\" class=\"wp-image-1089\" width=\"800\" height=\"500\"\/><figcaption class=\"wp-element-caption\"><em>Data Analyst l\u00e0 nh\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u c\u00f3 vai tr\u00f2 quan tr\u1ecdng trong ng\u00e0nh Khoa h\u1ecdc d\u1eef li\u1ec7u<\/em><\/figcaption><\/figure><\/div>\n\n\n<p>Data Analyst l\u00e0 g\u00ec? M\u1eb7c d\u00f9 \u0111\u00e2y l\u00e0 kh\u00e1i ni\u1ec7m quen thu\u1ed9c nh\u01b0ng kh\u00f4ng ph\u1ea3i ai c\u0169ng h\u00ecnh dung r\u00f5 \u0111\u01b0\u1ee3c c\u1ee5 th\u1ec3 c\u00f4ng vi\u1ec7c n\u00e0y. Data Analyst l\u00e0 nh\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u c\u00f3 vai tr\u00f2 gi\u1ea3i quy\u1ebft c\u00e1c c\u00f4ng vi\u1ec7c nh\u01b0: khai th\u00e1c v\u00e0 l\u00e0m s\u1ea1ch d\u1eef li\u1ec7u, th\u0103m d\u00f2 v\u00e0 tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u.<\/p>\n\n\n\n<p>Ng\u01b0\u1eddi l\u00e0m Data Analysis s\u1eed d\u1ee5ng c\u00e1c k\u1ef9 n\u0103ng c\u1ee7a m\u00ecnh thu th\u1eadp \u0111\u01b0\u1ee3c c\u00e0ng nhi\u1ec1u insight t\u1eeb Data c\u00e0ng t\u1ed1t. Vi\u1ec7c l\u00e0m c\u1ee7a h\u1ecd kh\u00f4ng ch\u1ec9 gi\u1edbi h\u1ea1n trong vi\u1ec7c ph\u00e2n t\u00edch c\u00e1c data s\u1eb5n c\u00f3 m\u00e0 c\u00f2n t\u00ecm ra d\u1eef li\u1ec7u ph\u00f9 h\u1ee3p nh\u1ea5t nh\u1eb1m th\u1ef1c hi\u1ec7n c\u00e1c y\u00eau c\u1ea7u c\u1ee7a kh\u00e1ch h\u00e0ng.<\/p>\n\n\n\n<p>Data Analyst l\u00e0 m\u1ed9t trong nh\u1eefng vi\u1ec7c l\u00e0m data \u0111\u01b0\u1ee3c tuy\u1ec3n d\u1ee5ng r\u1ea5t nhi\u1ec1u hi\u1ec7n nay. C\u00f4ng vi\u1ec7c n\u00e0y mang \u0111\u1ebfn nhi\u1ec1u c\u01a1 h\u1ed9i thu\u1eadn l\u1ee3i \u0111\u1ec3 th\u0103ng ti\u1ebfn v\u00e0 c\u0169ng gi\u00fap b\u1ea1n c\u00f3 m\u1ee9c thu nh\u1eadp h\u1ea5p d\u1eabn.<\/p>\n\n\n\n<p>Xem th\u00eam: <strong><a href=\"https:\/\/topviecit.vn\/blog\/data-analyst-la-lam-gi\/\" target=\"_blank\" rel=\"noreferrer noopener\">Data Analyst L\u00e0 G\u00ec? M\u00f4 T\u1ea3 C\u00f4ng Vi\u1ec7c Data Analyst<\/a><\/strong><\/p>\n\n\n\n<p><em>>>> \u1ee8ng tuy\u1ec3n <strong><a href=\"https:\/\/www.topcv.vn\/tim-viec-lam-data-analyst\" target=\"_blank\" rel=\"noreferrer noopener\">vi\u1ec7c l\u00e0m Data Analyst<\/a><\/strong> l\u01b0\u01a1ng cao, m\u1edbi nh\u1ea5t ngay!<\/em><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Data_Scientist_%E2%80%93_Chuyen_gia_khoa_hoc_du_lieu\"><\/span><strong>Data Scientist \u2013 Chuy\u00ean gia khoa h\u1ecdc d\u1eef li\u1ec7u<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Data scientist hay c\u00f2n \u0111\u01b0\u1ee3c g\u1ecdi l\u00e0 nh\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u. \u0110\u00e2y l\u00e0 c\u00f4ng vi\u1ec7c \u0111\u01b0\u1ee3c l\u0129nh v\u1ef1c tuy\u1ec3n d\u1ee5ng data \u201c\u01b0u \u00e1i\u201d v\u1edbi m\u1ee9c l\u01b0\u01a1ng h\u1ea5p d\u1eabn. C\u00f3 th\u1ec3 n\u00f3i, m\u1ee9c l\u01b0\u01a1ng c\u1ee7a v\u1ecb tr\u00ed n\u00e0y thu\u1ed9c top cao nh\u1ea5t v\u1edbi h\u01a1n 100k USD m\u1ed9t n\u0103m l\u00e0m vi\u1ec7c.<\/p>\n\n\n\n<p>C\u00f4ng vi\u1ec7c Data Scientist l\u00e0 ph\u00e1t tri\u1ec3n nh\u1eefng thu\u1eadt to\u00e1n cho c\u00e1c Data Analyst s\u1eed d\u1ee5ng. K\u1ef9 n\u0103ng data c\u1ee7a nh\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u bao g\u1ed3m c\u00e1c ph\u00e9p th\u1ed1ng k\u00ea, ph\u00e2n t\u00edch, kh\u1ea3 n\u0103ng l\u1eadp tr\u00ecnh v\u00e0 \u0111\u1ea7u \u00f3c nh\u1ea1y b\u00e9n trong kinh doanh.<\/p>\n\n\n\n<p>H\u1ea7u h\u1ebft c\u00e1c nh\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u \u0111\u1ec1u c\u00f3 m\u1ed9t n\u1ec1n t\u1ea3ng v\u1eefng ch\u1eafc v\u1ec1 to\u00e1n h\u1ecdc ho\u1eb7c c\u00e1c l\u0129nh v\u1ef1c khoa h\u1ecdc kh\u00e1c. Data Scientist \u0111\u00f3ng vai tr\u00f2 quan tr\u1ecdng trong vi\u1ec7c khai th\u00e1c gi\u00e1 tr\u1ecb to l\u1edbn c\u1ee7a d\u1eef li\u1ec7u. Ch\u00ednh v\u00ec l\u1ebd \u0111\u00f3 m\u00e0 hi\u1ec7n nay, c\u00e1c doanh nghi\u1ec7p trong v\u00e0 ngo\u00e0i n\u01b0\u1edbc \u0111\u1ec1u c\u00f3 nhu c\u1ea7u m\u1ea1nh m\u1ebd trong vi\u1ec7c chuy\u1ec3n \u0111\u1ed5i d\u1eef li\u1ec7u th\u00e0nh c\u00e1c th\u00f4ng tin c\u00f3 gi\u00e1 tr\u1ecb cho m\u00ecnh nh\u1eb1m kinh doanh \u0111\u1ea1t hi\u1ec7u qu\u1ea3 h\u01a1n.<\/p>\n\n\n\n<p>Xem th\u00eam: <strong><a href=\"https:\/\/topviecit.vn\/blog\/khoa-hoc-du-lieu-va-tri-tue-nhan-tao\/\" target=\"_blank\" rel=\"noreferrer noopener\">Khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o l\u00e0 g\u00ec? H\u1ecdc g\u00ec? M\u1ee9c l\u01b0\u01a1ng?<\/a><\/strong><\/p>\n\n\n\n<p><em>>>> \u1ee8ng tuy\u1ec3n <strong><a href=\"https:\/\/www.topcv.vn\/tim-viec-lam-data-scientist\" target=\"_blank\" rel=\"noreferrer noopener\">vi\u1ec7c l\u00e0m Data Scientist<\/a><\/strong> l\u01b0\u01a1ng cao, m\u1edbi nh\u1ea5t ngay!<\/em><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Data_Architect\"><\/span><strong>Data Architect<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Data Architect l\u00e0 v\u1ecb tr\u00ed vi\u1ec7c l\u00e0m data c\u00f3 vai tr\u00f2 tri\u1ec3n khai c\u00e1c b\u1ea3n thi\u1ebft k\u1ebf c\u1ee7a n\u1ec1n t\u1ea3ng d\u1eef li\u1ec7u trong doanh nghi\u1ec7p.<\/p>\n\n\n\n<p>Ngo\u00e0i ra, c\u00f4ng vi\u1ec7c c\u1ee7a Data Architect c\u00f2n c\u00f3 th\u1ec3 t\u1ed5 ch\u1ee9c v\u00e0 qu\u1ea3n l\u00fd d\u1eef li\u1ec7u c\u1ea3 \u1edf c\u1ea5p \u0111\u1ed9 v\u0129 m\u00f4 c\u0169ng nh\u01b0 c\u1ea5p vi m\u00f4. Data Architect th\u01b0\u1eddng s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 quan tr\u1ecdng nh\u01b0 SQL, XML, Pig, Hive v\u00e0 Spark.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2021\/09\/data-architect.jpg\" alt=\"Data Architect c\u00f3 vai tr\u00f2 tri\u1ec3n khai c\u00e1c b\u1ea3n thi\u1ebft k\u1ebf c\u1ee7a n\u1ec1n t\u1ea3ng d\u1eef li\u1ec7u\" class=\"wp-image-1090\" width=\"800\" height=\"500\"\/><figcaption class=\"wp-element-caption\"><em>Data Architect c\u00f3 vai tr\u00f2 tri\u1ec3n khai c\u00e1c b\u1ea3n thi\u1ebft k\u1ebf c\u1ee7a n\u1ec1n t\u1ea3ng d\u1eef li\u1ec7u<\/em><\/figcaption><\/figure><\/div>\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>Nhi\u1ec7m v\u1ee5 c\u1ee7a Data Engineer l\u00e0 ch\u1ecbu tr\u00e1ch nhi\u1ec7m x\u00e2y d\u1ef1ng c\u00e1c m\u00f4 h\u00ecnh d\u1eef li\u1ec7u l\u1edbn \u0111\u1ec3 c\u00e1c nh\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u nghi\u00ean c\u1ee9u, ph\u00e2n t\u00edch v\u00e0 \u0111\u01b0a ra nh\u1eefng \u0111\u00e1nh gi\u00e1 quan tr\u1ecdng. <strong><a href=\"https:\/\/topviecit.vn\/blog\/lo-trinh-thang-tien-data-engineer\/\" target=\"_blank\" rel=\"noreferrer noopener\">Data Engineer<\/a><\/strong> c\u0169ng c\u00f3 vai tr\u00f2 trong m\u00f4 h\u00ecnh h\u00f3a c\u00e1c h\u1ec7 th\u1ed1ng x\u1eed l\u00fd quy m\u00f4 l\u1edbn&nbsp; th\u00f4ng qua vi\u1ec7c s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 Python, Java, SQL, Hive, Pig, SAS, SPSS&#8230;<\/p>\n\n\n\n<p>Mu\u1ed1n tr\u1edf th\u00e0nh k\u1ef9 s\u01b0 d\u1eef li\u1ec7u th\u00ec b\u1ea1n c\u1ea7n ph\u1ea3i th\u00e0nh th\u1ea1o c\u1ea3 d\u1eef li\u1ec7u c\u00f3 c\u1ea5u tr\u00fac v\u00e0 d\u1eef li\u1ec7u kh\u00f4ng c\u1ea5u tr\u00fac. B\u00ean c\u1ea1nh vi\u1ec7c x\u00e2y d\u1ef1ng c\u00e1c m\u00f4 h\u00ecnh d\u1eef li\u1ec7u th\u00ec Data Engineer c\u00f2n duy tr\u00ec, qu\u1ea3n l\u00fd v\u00e0 ki\u1ec3m tra n\u00f3 th\u01b0\u1eddng xuy\u00ean.<\/p>\n\n\n\n<p><em>>>> \u1ee8ng tuy\u1ec3n <strong><a href=\"https:\/\/www.topcv.vn\/tim-viec-lam-data-engineer\" target=\"_blank\" rel=\"noreferrer noopener\">vi\u1ec7c l\u00e0m Data Engineer<\/a><\/strong> l\u01b0\u01a1ng cao, m\u1edbi nh\u1ea5t ngay!<\/em><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Data_Science_Manager\"><\/span><strong>Data Science Manager<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>V\u1ecb tr\u00ed vi\u1ec7c l\u00e0m Data Science Manager th\u1ef1c hi\u1ec7n c\u00e1c c\u00f4ng vi\u1ec7c x\u1eed l\u00fd v\u00e0 qu\u1ea3n l\u00fd hi\u1ec7u su\u1ea5t c\u00e1c d\u1ef1 \u00e1n khoa h\u1ecdc d\u1eef li\u1ec7u \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o th\u1eddi h\u1ea1n d\u1ef1 \u00e1n. \u0110\u1ec3 l\u00e0m \u0111\u01b0\u1ee3c trong v\u1ecb tr\u00ed n\u00e0y th\u00ec Data Science Manager h\u1ea7u nh\u01b0 ph\u1ea3i c\u00f3 trung b\u00ecnh 5 n\u0103m kinh nghi\u1ec7m \u1edf m\u1ed9t trong c\u00e1c l\u0129nh v\u1ef1c khoa h\u1ecdc d\u1eef li\u1ec7u nh\u01b0: Data Analysis, Data Engineering, Data Science&#8230;<\/p>\n\n\n\n<p>Data Science Manager ch\u1ecbu tr\u00e1ch nhi\u1ec7m l\u1eadp ra v\u00e0 qu\u1ea3n l\u00fd c\u00e1c k\u1ebf ho\u1ea1ch, l\u1ed9 tr\u00ecnh cho nh\u00f3m trong d\u1ef1 \u00e1n Data Science. Kh\u00f4ng nh\u1eefng v\u1eady, tr\u00e1ch nhi\u1ec7m c\u1ee7a h\u1ecd c\u00f2n l\u00e0 th\u1ef1c hi\u1ec7n k\u1ebf ho\u1ea1ch v\u00e0 \u0111\u01b0a ra k\u1ebft qu\u1ea3 tr\u01b0\u1edbc th\u1eddi h\u1ea1n. Do \u0111\u00f3, k\u1ef9 n\u0103ng data y\u00eau c\u1ea7u d\u00e0nh cho v\u1ecb tr\u00ed n\u00e0y l\u00e0 kh\u1ea3 n\u0103ng giao ti\u1ebfp, l\u00e3nh \u0111\u1ea1o \u0111\u1ec3 v\u1eadn h\u00e0nh d\u1ef1 \u00e1n.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Statistician_%E2%80%93_Chuyen_gia_thong_ke\"><\/span><strong>Statistician \u2013 Chuy\u00ean gia th\u1ed1ng k\u00ea<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u0110\u00e2y l\u00e0 c\u00f4ng vi\u1ec7c \u0111\u01b0\u1ee3c h\u00ecnh th\u00e0nh l\u00e2u \u0111\u1eddi nh\u1ea5t trong t\u1ea5t c\u1ea3 nh\u1eefng v\u1ecb tr\u00ed vi\u1ec7c l\u00e0m data t\u1eeb tr\u01b0\u1edbc \u0111\u1ebfn nay. H\u1ecd c\u00f3 nhi\u1ec7m v\u1ee5 ph\u00e1t tri\u1ec3n c\u00e1c c\u00f4ng c\u1ee5 th\u1ed1ng k\u00ea \u0111\u1ec3 suy lu\u1eadn, ki\u1ec3m ch\u1ee9ng c\u00e1c gi\u1ea3 thuy\u1ebft \u0111\u1eb7t ra. Chuy\u00ean gia th\u1ed1ng k\u00ea th\u01b0\u1eddng s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 \u0111\u01b0\u1ee3c nh\u01b0: SAS, Matlab, Stata, SPSS, SQL, Python\u2026<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2021\/09\/statiscian.jpeg\" alt=\"Statistician th\u1ef1c hi\u1ec7n th\u1eed nghi\u1ec7m A\/ B, thu th\u1eadp v\u00e0 m\u00f4 t\u1ea3 c\u00e1c d\u1eef li\u1ec7u.\" class=\"wp-image-1091\" width=\"800\" height=\"500\"\/><figcaption class=\"wp-element-caption\"><em>Statistician th\u1ef1c hi\u1ec7n th\u1eed nghi\u1ec7m A\/ B, thu th\u1eadp v\u00e0 m\u00f4 t\u1ea3 c\u00e1c d\u1eef li\u1ec7u.<\/em><\/figcaption><\/figure><\/div>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Machine_Learning_Engineer\"><\/span><strong>Machine Learning Engineer&nbsp;<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Vai tr\u00f2 c\u1ee7a Machine Learning Engineer l\u00e0 \u0111i\u1ec1u ch\u1ec9nh c\u00e1c m\u00f4 h\u00ecnh Machine Learning nh\u1eb1m m\u1ee5c \u0111\u00edch th\u1ef1c hi\u1ec7n c\u00e1c nhi\u1ec7m v\u1ee5 ph\u00e2n lo\u1ea1i v\u00e0 h\u1ed3i quy d\u1eef li\u1ec7u. V\u1ecb tr\u00ed c\u00f4ng vi\u1ec7c n\u00e0y \u0111\u00f2i h\u1ecfi c\u00e1c k\u1ef9 n\u0103ng ph\u00e2n t\u00edch, ph\u00e1t tri\u1ec3n c\u00e1c thu\u1eadt to\u00e1n Machine Learning. Machine Learning Engineer s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 ph\u1ed5 bi\u1ebfn l\u00e0 TensorFlow, PyTorch, Keras, Caffe, Scikit-learn&#8230;<\/p>\n\n\n\n<p>Xem th\u00eam: <strong><a href=\"https:\/\/topviecit.vn\/blog\/deep-learning-va-machine-learning\/\" target=\"_blank\" rel=\"noreferrer noopener\">S\u1ef1 Kh\u00e1c Bi\u1ec7t Gi\u1eefa Deep Learning V\u00e0 Machine Learning L\u00e0 G\u00ec?<\/a><\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Decision_Scientists\"><\/span><strong>Decision Scientists<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Vi\u1ec7c l\u00e0m data v\u1edbi v\u1ecb tr\u00ed Decision Scientists c\u0169ng l\u00e0 m\u1ed9t l\u1ef1a ch\u1ecdn l\u00fd t\u01b0\u1edfng d\u00e0nh cho nh\u1eefng ng\u01b0\u1eddi \u0111ang theo h\u1ecdc ng\u00e0nh Khoa h\u1ecdc d\u1eef li\u1ec7u. Decision Scientists h\u1ed7 tr\u1ee3 cho doanh nghi\u1ec7p \u0111\u01b0a ra nh\u1eefng quy\u1ebft \u0111\u1ecbnh kinh doanh th\u00f4ng qua nh\u1eefng d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c tr\u1ee3 gi\u00fap t\u1eeb c\u00e1c c\u00f4ng c\u1ee5 nh\u01b0 Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u00e0 Machine Learning.<\/p>\n\n\n\n<p>\u0110\u00e2y c\u0169ng \u0111\u01b0\u1ee3c xem l\u00e0 m\u1ed9t ph\u1ea7n c\u1ee7a Data Science v\u1edbi m\u1ee5c ti\u00eau m\u1edf r\u1ed9ng t\u01b0 duy thi\u1ebft k\u1ebf v\u00e0 khoa h\u1ecdc h\u00e0nh vi \u0111\u1ec3 ph\u1ee5c v\u1ee5 kh\u00e1ch h\u00e0ng t\u1ed1t h\u01a1n.<\/p>\n\n\n\n<p>Xem th\u00eam: <strong><a href=\"https:\/\/topviecit.vn\/blog\/iot-va-tri-tue-nhan-tao-ung-dung\/\" target=\"_blank\" rel=\"noreferrer noopener\">Ng\u00e0nh IoT V\u00e0 Tr\u00ed Tu\u1ec7 Nh\u00e2n T\u1ea1o \u1ee8ng D\u1ee5ng L\u00e0 G\u00ec? C\u01a1 H\u1ed9i Vi\u1ec7c L\u00e0m?<\/a><\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Tam_ket\"><\/span><strong>T\u1ea1m k\u1ebft<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Kh\u00f4ng ph\u1ea3i t\u1ef1 nhi\u00ean m\u00e0 Khoa h\u1ecdc d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c xem l\u00e0 ng\u00e0nh h\u1ea5p d\u1eabn nh\u1ea5t th\u1ebf k\u1ef7 21. Nh\u1eefng <strong>vi\u1ec7c l\u00e0m data<\/strong> t\u1eeb ng\u00e0nh n\u00e0y lu\u00f4n mang \u0111\u1ebfn c\u01a1 h\u1ed9i thu nh\u1eadp kh\u1ee7ng v\u00e0 kh\u1ea3 n\u0103ng th\u0103ng ti\u1ebfn cao. T\u1ea1i chuy\u00ean m\u1ee5c\u00a0<strong><a href=\"https:\/\/topviecit.vn\/blog\/chuyen-muc\/chia-se-kinh-nghiem\/\" target=\"_blank\" rel=\"noreferrer noopener\">chia s\u1ebb kinh nghi\u1ec7m<\/a><\/strong>\u00a0c\u0169ng \u0111ang c\u00f3 nhi\u1ec1u ki\u1ebfn th\u1ee9c h\u1eefu \u00edch li\u00ean quan \u0111\u1ebfn l\u0129nh v\u1ef1c IT \u0111\u1ec3 b\u1ea1n tham kh\u1ea3o. Ngo\u00e0i ra, \u0111\u1eebng qu\u00ean truy c\u1eadp v\u00e0o\u00a0<a href=\"https:\/\/www.topcv.vn\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>TopCV<\/strong><\/a>\u00a0\u0111\u1ec3\u00a0<strong>t\u00ecm th\u00eam nhi\u1ec1u <a href=\"https:\/\/www.topcv.vn\/viec-lam-it\" target=\"_blank\" rel=\"noreferrer noopener\">vi\u1ec7c l\u00e0m IT<\/a> h\u1ea5p d\u1eabn kh\u00e1c nh\u00e9!<\/strong><\/p>\n\n\n\n<p class=\"has-text-align-right\">Ngu\u1ed3n \u1ea3nh: S\u01b0u t\u1ea7m<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Khoa h\u1ecdc d\u1eef li\u1ec7u \u0111ang l\u00e0 m\u1ed9t trong nh\u1eefng ng\u00e0nh hot nh\u1ea5t hi\u1ec7n nay v\u1edbi r\u1ea5t nhi\u1ec1u v\u1ecb tr\u00ed c\u00f4ng vi\u1ec7c h\u1ea5p d\u1eabn. Tuy v\u1eady, v\u1eabn c\u00f3 nhi\u1ec1u b\u1ea1n tr\u1ebb \u0111ang b\u0103n kho\u0103n v\u1ec1 c\u00f4ng vi\u1ec7c c\u1ee7a ng\u00e0nh n\u00e0y sau khi ra tr\u01b0\u1eddng. C\u00f9ng kh\u00e1m ph\u00e1 c\u00e1c vi\u1ec7c l\u00e0m data hot nh\u1ea5t hi\u1ec7n nay qua [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":1088,"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":[191,1118,212,211,897,210],"class_list":["post-1087","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-chia-se-kinh-nghiem","category-viec-lam-noi-bat","tag-data-analyst-la-gi","tag-data-engineer","tag-ky-nang-data","tag-tuyen-dung-data","tag-tuyen-dung-data-analyst","tag-viec-lam-data"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Top vi\u1ec7c l\u00e0m data hot nh\u1ea5t trong ng\u00e0nh Khoa h\u1ecdc D\u1eef Li\u1ec7u<\/title>\n<meta name=\"description\" content=\"Khoa h\u1ecdc d\u1eef li\u1ec7u \u0111ang l\u00e0 m\u1ed9t trong nh\u1eefng ng\u00e0nh hot nh\u1ea5t hi\u1ec7n nay v\u1edbi r\u1ea5t nhi\u1ec1u v\u1ecb tr\u00ed c\u00f4ng vi\u1ec7c h\u1ea5p d\u1eabn. 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