{"id":5458,"date":"2023-05-09T10:12:23","date_gmt":"2023-05-09T10:12:23","guid":{"rendered":"https:\/\/topviecit.vn\/blog\/?p=5458"},"modified":"2023-11-27T03:09:09","modified_gmt":"2023-11-27T03:09:09","slug":"nganh-data-analyst-la-gi","status":"publish","type":"post","link":"https:\/\/topviecit.vn\/blog\/nganh-data-analyst-la-gi\/","title":{"rendered":"Ng\u00e0nh Data Analyst l\u00e0 g\u00ec? C\u01a1 h\u1ed9i ngh\u1ec1 nghi\u1ec7p v\u00e0 k\u1ef9 n\u0103ng c\u1ea7n c\u00f3"},"content":{"rendered":"\n<p>Ng\u00e0y nay, v\u1edbi s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a khoa h\u1ecdc c\u00f4ng ngh\u1ec7 v\u00e0 vi\u1ec7c thu th\u1eadp d\u1eef li\u1ec7u tr\u00ean m\u1ecdi l\u0129nh v\u1ef1c, ng\u00e0nh Data Analyst (Ph\u00e2n t\u00edch d\u1eef li\u1ec7u) ng\u00e0y c\u00e0ng tr\u1edf n\u00ean ph\u1ed5 bi\u1ebfn v\u00e0 c\u00f3 nhi\u1ec1u c\u01a1 h\u1ed9i ngh\u1ec1 nghi\u1ec7p h\u1ea5p d\u1eabn. Tuy nhi\u00ean, \u0111\u1ec3 tr\u1edf th\u00e0nh m\u1ed9t Data Analyst, b\u1ea1n c\u1ea7n ph\u1ea3i c\u00f3 nh\u1eefng k\u1ef9 n\u0103ng v\u00e0 ki\u1ebfn th\u1ee9c c\u1ea7n thi\u1ebft.&nbsp;<\/p>\n\n\n\n<p>Trong b\u00e0i vi\u1ebft n\u00e0y, <a href=\"https:\/\/topviecit.vn\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>TopviecIT.vn<\/strong><\/a> s\u1ebd gi\u00fap b\u1ea1n t\u00ecm hi\u1ec3u v\u1ec1 <strong><a href=\"https:\/\/topviecit.vn\/blog\/nganh-data-analyst-la-gi\/\" target=\"_blank\" rel=\"noreferrer noopener\">ng\u00e0nh Data Analyst<\/a><\/strong>, c\u01a1 h\u1ed9i ngh\u1ec1 nghi\u1ec7p v\u00e0 k\u1ef9 n\u0103ng c\u1ea7n c\u00f3 \u0111\u1ec3 tr\u1edf th\u00e0nh m\u1ed9t Data Analyst th\u00e0nh c\u00f4ng.<\/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\/nganh-data-analyst-la-gi\/#Nganh_Data_Analyst_la_gi\" title=\"Ng\u00e0nh Data Analyst l\u00e0 g\u00ec?\">Ng\u00e0nh Data Analyst 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\/nganh-data-analyst-la-gi\/#Tai_sao_nen_theo_hoc_nganh_Data_Analyst\" title=\"T\u1ea1i sao n\u00ean theo h\u1ecdc ng\u00e0nh Data Analyst?\">T\u1ea1i sao n\u00ean theo h\u1ecdc ng\u00e0nh Data Analyst?<\/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\/nganh-data-analyst-la-gi\/#Hoc_Data_Analyst_ra_lam_gi\" title=\"H\u1ecdc Data Analyst ra l\u00e0m g\u00ec?\">H\u1ecdc Data Analyst ra l\u00e0m 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\/nganh-data-analyst-la-gi\/#Data_Analyst\" title=\"Data Analyst\">Data Analyst<\/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\/nganh-data-analyst-la-gi\/#Business_Analyst\" title=\"Business Analyst\">Business Analyst<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/topviecit.vn\/blog\/nganh-data-analyst-la-gi\/#Digital_Marketer\" title=\"Digital Marketer\">Digital Marketer<\/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\/nganh-data-analyst-la-gi\/#Product_Manager\" title=\"Product Manager\">Product Manager<\/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\/nganh-data-analyst-la-gi\/#Data_Engineer_ky_su_du_lieu\" title=\"Data Engineer (k\u1ef9 s\u01b0 d\u1eef li\u1ec7u)\">Data Engineer (k\u1ef9 s\u01b0 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-9\" href=\"https:\/\/topviecit.vn\/blog\/nganh-data-analyst-la-gi\/#Data_Scientist\" title=\"Data Scientist\">Data Scientist<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/topviecit.vn\/blog\/nganh-data-analyst-la-gi\/#Chief_Data_Officer_CDO\" title=\"Chief Data Officer (CDO)\">Chief Data Officer (CDO)<\/a><\/li><\/ul><\/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\/nganh-data-analyst-la-gi\/#Nhung_ky_nang_can_co_trong_nganh_Data_Analyst\" title=\"Nh\u1eefng k\u1ef9 n\u0103ng c\u1ea7n c\u00f3 trong ng\u00e0nh Data Analyst\">Nh\u1eefng k\u1ef9 n\u0103ng c\u1ea7n c\u00f3 trong ng\u00e0nh Data Analyst<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/topviecit.vn\/blog\/nganh-data-analyst-la-gi\/#Nhom_ky_nang_chuyen_mon\" title=\"Nh\u00f3m k\u1ef9 n\u0103ng chuy\u00ean m\u00f4n\">Nh\u00f3m 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-13\" href=\"https:\/\/topviecit.vn\/blog\/nganh-data-analyst-la-gi\/#Nhom_ky_nang_khac_can_co\" title=\"Nh\u00f3m k\u1ef9 n\u0103ng kh\u00e1c c\u1ea7n c\u00f3\">Nh\u00f3m k\u1ef9 n\u0103ng kh\u00e1c c\u1ea7n c\u00f3<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Nganh_Data_Analyst_la_gi\"><\/span><strong>Ng\u00e0nh Data Analyst l\u00e0 g\u00ec?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong><a href=\"https:\/\/www.topcv.vn\/data-analyst-la-gi\" target=\"_blank\" rel=\"noreferrer noopener\">Data Analyst<\/a><\/strong> l\u00e0 ng\u00e0nh thu th\u1eadp, t\u1ed5 ch\u1ee9c v\u00e0 ph\u00e2n t\u00edch c\u00e1c t\u1eadp c\u01a1 s\u1edf d\u1eef li\u1ec7u \u0111\u1ec3 gi\u00fap c\u00e1c c\u00f4ng ty ho\u1eb7c c\u00e1 nh\u00e2n hi\u1ec3u \u0111\u01b0\u1ee3c th\u00f4ng tin,\u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh th\u00f4ng minh h\u01a1n. T\u1ea5t c\u1ea3 nh\u1eefng nh\u00e2n s\u1ef1 l\u00e0m trong ng\u00e0nh Data Analyst \u0111\u1ec1u s\u1ebd ti\u1ebfn h\u00e0nh nghi\u00ean c\u1ee9u \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh c\u00e1c m\u1eabu v\u00e0 xu h\u01b0\u1edbng. H\u1ecd s\u1ebd t\u1eadn d\u1ee5ng c\u00e1c k\u1ef9 n\u0103ng k\u1ef9 thu\u1eadt \u0111\u1ec3 gi\u00fap chuy\u1ec3n \u0111\u1ed5i c\u00e1c v\u1ea5n \u0111\u1ec1 kinh doanh c\u1ea5p cao th\u00e0nh c\u00e1c chi\u1ebfn l\u01b0\u1ee3c , gi\u1ea3i ph\u00e1p ti\u1ec1m n\u0103ng \u0111\u01b0\u1ee3c th\u00f4ng tin t\u1ed1t h\u01a1n.<\/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\/05\/nganh-data-analyst-topcv-1.jpg\" alt=\"Ng\u00e0nh Data Analyst c\u00f3 li\u00ean quan \u0111\u1ebfn qu\u00e1 tr\u00ecnh t\u1ed5 ch\u1ee9c, ph\u00e2n t\u00edch d\u1eef li\u1ec7u\" class=\"wp-image-5470\" srcset=\"https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/05\/nganh-data-analyst-topcv-1.jpg 800w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/05\/nganh-data-analyst-topcv-1-640x400.jpg 640w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/05\/nganh-data-analyst-topcv-1-768x480.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\"><em>Ng\u00e0nh Data Analyst c\u00f3 li\u00ean quan \u0111\u1ebfn qu\u00e1 tr\u00ecnh t\u1ed5 ch\u1ee9c, ph\u00e2n t\u00edch d\u1eef li\u1ec7u<\/em><\/figcaption><\/figure><\/div>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Tai_sao_nen_theo_hoc_nganh_Data_Analyst\"><\/span><strong>T\u1ea1i sao n\u00ean theo h\u1ecdc ng\u00e0nh Data Analyst?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Statista<strong> <\/strong>b\u00e1o c\u00e1o&nbsp;r\u1eb1ng \u0111\u1ebfn n\u0103m 2025, doanh thu h\u00e0ng n\u0103m t\u1eeb vi\u1ec7c t\u1ea1o d\u1eef li\u1ec7u s\u1ebd \u0111\u1ea1t <strong>68 t\u1ef7 \u0111\u00f4 la<\/strong> v\u1edbi <strong>181 zettabyte d\u1eef li\u1ec7u<\/strong> \u0111\u01b0\u1ee3c t\u1ea1o ra. \u0110i\u1ec1u n\u00e0y t\u1ea1o n\u00ean s\u1ef1 phong ph\u00fa, \u0111a d\u1ea1ng v\u1ec1 d\u1eef li\u1ec7u kh\u00e1ch h\u00e0ng, s\u1ea3n ph\u1ea9m. V\u00ec v\u1eady, n\u1ebfu doanh nghi\u1ec7p kh\u00f4ng tham gia v\u00e0o cu\u1ed9c \u0111ua v\u1ec1 Data Analyst ngay t\u1eeb th\u1eddi \u0111i\u1ec3m hi\u1ec7n t\u1ea1i, h\u1ecd c\u00f3 th\u1ec3 s\u1ebd m\u1ea5t l\u1ee3i th\u1ebf trong kinh doanh.<\/p>\n\n\n\n<p>\u0110i\u1ec1u n\u00e0y t\u1ea1o ra nhu c\u1ea7u cao v\u1ec1 ngu\u1ed3n nh\u00e2n l\u1ef1c cho ng\u00e0nh Data Analyst v\u00e0 nhi\u1ec1u ng\u01b0\u1eddi tr\u1ebb c\u0169ng \u0111ang t\u00ecm hi\u1ec3u, theo h\u1ecdc ng\u00e0y n\u00e0y h\u01a1n. V\u1eady, c\u00f3 nh\u1eefng l\u00fd do n\u00e0o \u0111\u1ec3 b\u1ea1n c\u00f3 th\u1ec3 theo h\u1ecdc ng\u00e0nh Data Analyst ngay t\u1eeb h\u00f4m nay? C\u00f9ng tham kh\u1ea3o 8 l\u00fd do sau \u0111\u00e2y nh\u00e9:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Ph\u00e2n t\u00edch d\u1eef li\u1ec7u c\u00f3 \u00fd ngh\u0129a quan tr\u1ecdng \u0111\u1ed1i v\u1edbi c\u00e1c t\u1ed5 ch\u1ee9c h\u00e0ng \u0111\u1ea7u khi kh\u1ed1i l\u01b0\u1ee3ng d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c t\u1ea1o ra m\u1ed7i ng\u00e0y \u0111ang \u0111\u1ea1t \u0111\u1ec9nh \u0111i\u1ec3m t\u1eeb tr\u01b0\u1edbc \u0111\u1ebfn nay. Vi\u1ec7c ph\u00e2n t\u00edch d\u1eef li\u1ec7u kh\u00f4ng ch\u1ec9 gi\u00fap c\u00e1c doanh nghi\u1ec7p \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh t\u1ed1t h\u01a1n, m\u00e0 c\u00f2n gi\u00fap h\u1ecd t\u1ea1o ra nh\u1eefng s\u1ea3n ph\u1ea9m v\u00e0 d\u1ecbch v\u1ee5 t\u1ed1t h\u01a1n.<\/li>\n\n\n\n<li>Nhu c\u1ea7u tuy\u1ec3n d\u1ee5ng cao: Theo <strong>C\u1ee5c Th\u1ed1ng k\u00ea lao \u0111\u1ed9ng Hoa K\u1ef3<\/strong> d\u1ef1 b\u00e1o, nhu c\u1ea7u v\u1ec1 c\u00f4ng vi\u1ec7c c\u1ee7a Data Analyst s\u1ebd t\u0103ng l\u00ean \u0111\u1ebfn 23% trong giai \u0111o\u1ea1n t\u1eeb 2021 \u0111\u1ebfn 2023.<\/li>\n\n\n\n<li>L\u01b0\u01a1ng v\u00e0 ch\u1ebf \u0111\u1ed9 th\u0103ng ti\u1ebfn t\u1ed1t: Hi\u1ec7n t\u1ea1i, m\u1ee9c <a href=\"https:\/\/topviecit.vn\/blog\/luong-data-analyst\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>l\u01b0\u01a1ng Data Analyst<\/strong><\/a> r\u1ea5t cao. Ch\u1ec9 ri\u00eang t\u1ea1i th\u1ecb tr\u01b0\u1eddng Vi\u1ec7t Nam, b\u1ea1n ho\u00e0n to\u00e0n c\u00f3 th\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c ng\u01b0\u1ee1ng 24 tri\u1ec7u \u0111\u1ed3ng\/th\u00e1ng \u0111\u1ed1i v\u1edbi c\u1ea5p b\u1eadc nh\u00e2n vi\u00ean.<\/li>\n\n\n\n<li>Nhi\u1ec1u c\u00f4ng ty \u0111ang \u00e1p d\u1ee5ng c\u00f4ng ngh\u1ec7 ph\u00e2n t\u00edch d\u1eef li\u1ec7u nhi\u1ec1u h\u01a1n.<\/li>\n\n\n\n<li>B\u1ea1n c\u00f3 th\u1ec3 d\u1ec5 d\u00e0ng b\u1eaft \u0111\u1ea7u h\u1ecdc Data Analyst v\u1edbi m\u1ed9t kh\u00f3a h\u1ecdc online thay v\u00ec ph\u1ea3i \u0111\u1ebfn c\u00e1c c\u01a1 s\u1edf \u0111\u00e0o t\u1ea1o.<\/li>\n\n\n\n<li>Data Analyst cho mang \u0111\u1ebfn cho b\u1ea1n c\u01a1 h\u1ed9i b\u1ea1n l\u00e0m vi\u1ec7c t\u1ef1 do v\u00e0 t\u1ea1o ra thu nh\u1eadp \u1ed5n \u0111\u1ecbnh.<\/li>\n<\/ul>\n\n\n\n<p><strong>&gt;&gt;&gt; Xem th\u00eam: <a href=\"https:\/\/topviecit.vn\/blog\/big-data-analyst\/\" target=\"_blank\" rel=\"noreferrer noopener\">Big Data Analyst l\u00e0 g\u00ec? C\u00f4ng vi\u1ec7c, m\u1ee9c l\u01b0\u01a1ng v\u00e0 k\u1ef9 n\u0103ng c\u1ea7n c\u00f3<\/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\/05\/nganh-data-analyst-topcv-2.jpg\" alt=\"C\u00f3 nhi\u1ec1u l\u00fd do h\u1ea5p d\u1eabn \u0111\u1ec3 b\u1ea1n theo h\u1ecdc ng\u00e0nh Data Analyst \" class=\"wp-image-5469\" srcset=\"https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/05\/nganh-data-analyst-topcv-2.jpg 800w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/05\/nganh-data-analyst-topcv-2-640x400.jpg 640w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/05\/nganh-data-analyst-topcv-2-768x480.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\"><em>C\u00f3 nhi\u1ec1u l\u00fd do h\u1ea5p d\u1eabn \u0111\u1ec3 b\u1ea1n theo h\u1ecdc ng\u00e0nh Data Analyst <\/em><\/figcaption><\/figure><\/div>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Hoc_Data_Analyst_ra_lam_gi\"><\/span><strong>H\u1ecdc Data Analyst ra l\u00e0m g\u00ec?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Sau khi h\u1ecdc Data Analyst b\u1ea1n c\u00f3 th\u1ec3 l\u00e0m vi\u1ec7c \u1edf nhi\u1ec1u v\u1ecb tr\u00ed kh\u00e1c nhau v\u00e0 \u0111a d\u1ea1ng ng\u00e0nh ngh\u1ec1. B\u1ea1n c\u00f3 th\u1ec3 l\u00e0m vi\u1ec7c t\u1ea1i c\u00e1c c\u00f4ng ty l\u1edbn ho\u1eb7c nh\u1ecf, trong c\u00e1c l\u0129nh v\u1ef1c kh\u00e1c nhau nh\u01b0 t\u00e0i ch\u00ednh, b\u00e1n l\u1ebb, y t\u1ebf, ho\u1eb7c th\u1eadm ch\u00ed l\u00e0 ch\u00ednh ph\u1ee7 ho\u1eb7c l\u00e0m t\u1ef1 do. D\u01b0\u1edbi \u0111\u00e2y s\u1ebd l\u00e0 m\u1ed9t s\u1ed1 v\u1ecb tr\u00ed ph\u1ed5 bi\u1ebfn m\u00e0 b\u1ea1n c\u00f3 th\u1ec3 tham kh\u1ea3o sau khi h\u1ecdc ng\u00e0nh Data Analyst nh\u00e9.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Data_Analyst\"><\/span><strong>Data Analyst<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Vi\u1ec7c c\u1ee7a nh\u00e2n vi\u00ean Data Analyst l\u00e0 ph\u00e2n t\u00edch v\u00e0 x\u1eed l\u00fd d\u1eef li\u1ec7u, \u0111\u01b0a ra nh\u1eefng ph\u00e2n t\u00edch, b\u00e1o c\u00e1o v\u1ec1 d\u1eef li\u1ec7u \u0111\u1ec3 h\u1ed7 tr\u1ee3 quy\u1ebft \u0111\u1ecbnh cho doanh nghi\u1ec7p. C\u1ee5 th\u1ec3, nhi\u1ec7m v\u1ee5 c\u1ee7a nh\u00e2n vi\u00ean Data Analyst bao g\u1ed3m:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Thu th\u1eadp d\u1eef li\u1ec7u t\u1eeb nhi\u1ec1u ngu\u1ed3n kh\u00e1c nhau v\u00e0 ti\u1ebfn h\u00e0nh x\u1eed l\u00fd, chu\u1ea9n h\u00f3a d\u1eef li\u1ec7u.<\/li>\n\n\n\n<li>Ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u00e0 \u0111\u01b0a ra nh\u1eefng b\u00e1o c\u00e1o, \u0111\u1ed3 th\u1ecb, bi\u1ec3u \u0111\u1ed3 \u0111\u1ec3 gi\u1ea3i th\u00edch d\u1eef li\u1ec7u.<\/li>\n\n\n\n<li>\u0110\u01b0a ra d\u1ef1 \u0111o\u00e1n v\u00e0 khuy\u1ebfn ngh\u1ecb v\u1ec1 c\u00e1ch s\u1eed d\u1ee5ng d\u1eef li\u1ec7u \u0111\u1ec3 h\u1ed7 tr\u1ee3 quy\u1ebft \u0111\u1ecbnh c\u1ee7a doanh nghi\u1ec7p.<\/li>\n\n\n\n<li>T\u1ed1i \u01b0u h\u00f3a <a href=\"https:\/\/topviecit.vn\/blog\/he-quan-tri-co-so-du-lieu-la-gi\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>h\u1ec7 th\u1ed1ng qu\u1ea3n tr\u1ecb c\u01a1 s\u1edf d\u1eef li\u1ec7u<\/strong><\/a> t\u1eeb c\u00e1c b\u01b0\u1edbc thu th\u1eadp, l\u01b0u tr\u1eef v\u00e0 x\u1eed l\u00fd \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o \u0111\u1ed9 ch\u00ednh x\u00e1c v\u00e0 t\u00ednh kh\u1ea3 d\u1ee5ng c\u1ee7a d\u1eef li\u1ec7u.<\/li>\n<\/ul>\n\n\n\n<p><strong>M\u1ee9c thu nh\u1eadp trung b\u00ecnh tham kh\u1ea3o c\u1ee7a nh\u00e2n vi\u00ean Data Analyst: 13 &#8211; 46 tri\u1ec7u \u0111\u1ed3ng\/th\u00e1ng.<\/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\/05\/nganh-data-analyst-topcv-3.jpg\" alt=\"Nh\u00e2n vi\u00ean Data Analyst l\u00e0 v\u1ecb tr\u00ed ph\u1ed5 bi\u1ebfn trong ng\u00e0nh ph\u00e2n t\u00edch d\u1eef li\u1ec7u\" class=\"wp-image-5468\" srcset=\"https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/05\/nganh-data-analyst-topcv-3.jpg 800w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/05\/nganh-data-analyst-topcv-3-640x400.jpg 640w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/05\/nganh-data-analyst-topcv-3-768x480.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\"><em>Nh\u00e2n vi\u00ean Data Analyst l\u00e0 v\u1ecb tr\u00ed ph\u1ed5 bi\u1ebfn trong ng\u00e0nh ph\u00e2n t\u00edch d\u1eef li\u1ec7u<\/em><\/figcaption><\/figure><\/div>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Business_Analyst\"><\/span><strong>Business Analyst<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Business Analyst l\u00e0 m\u1ed9t v\u1ecb tr\u00ed trong l\u0129nh v\u1ef1c ph\u00e2n t\u00edch kinh doanh. Ch\u1ee9c v\u1ee5 n\u00e0y th\u01b0\u1eddng \u0111\u01b0\u1ee3c t\u00ecm th\u1ea5y trong c\u00e1c doanh nghi\u1ec7p v\u00e0 t\u1ed5 ch\u1ee9c. C\u00f4ng vi\u1ec7c c\u1ee7a Business Analyst l\u00e0 gi\u00fap \u0111\u1ee1 c\u00e1c doanh nghi\u1ec7p ph\u00e1t tri\u1ec3n v\u00e0 c\u1ea3i thi\u1ec7n c\u00e1c quy tr\u00ecnh kinh doanh c\u1ee7a h\u1ecd. C\u1ee5 th\u1ec3, Business Analyst th\u01b0\u1eddng s\u1ebd th\u1ef1c hi\u1ec7n nh\u1eefng nhi\u1ec7m v\u1ee5 sau:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Ph\u00e2n t\u00edch v\u00e0 \u0111\u00e1nh gi\u00e1 c\u00e1c quy tr\u00ecnh kinh doanh hi\u1ec7n t\u1ea1i c\u1ee7a doanh nghi\u1ec7p v\u00e0 \u0111\u1ec1 xu\u1ea5t c\u00e1c c\u1ea3i ti\u1ebfn.<\/li>\n\n\n\n<li>Thu th\u1eadp, ph\u00e2n t\u00edch v\u00e0 \u0111\u00e1nh gi\u00e1 d\u1eef li\u1ec7u \u0111\u1ec3 \u0111\u01b0a ra c\u00e1c quy\u1ebft \u0111\u1ecbnh kinh doanh ch\u00ednh x\u00e1c.<\/li>\n\n\n\n<li>Thi\u1ebft k\u1ebf v\u00e0 tri\u1ec3n khai c\u00e1c gi\u1ea3i ph\u00e1p c\u00f4ng ngh\u1ec7 \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a c\u00e1c quy tr\u00ecnh kinh doanh c\u1ee7a doanh nghi\u1ec7p.<\/li>\n\n\n\n<li>\u0110\u1ea3m b\u1ea3o r\u1eb1ng c\u00e1c d\u1ef1 \u00e1n \u0111\u01b0\u1ee3c ho\u00e0n th\u00e0nh \u0111\u00fang th\u1eddi h\u1ea1n v\u00e0 \u0111\u00e1p \u1ee9ng c\u00e1c y\u00eau c\u1ea7u c\u1ee7a doanh nghi\u1ec7p.<\/li>\n\n\n\n<li>T\u01b0\u01a1ng t\u00e1c v\u1edbi c\u00e1c b\u00ean li\u00ean quan \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o r\u1eb1ng d\u1ef1 \u00e1n \u0111\u01b0\u1ee3c tri\u1ec3n khai m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3 v\u00e0 \u0111\u00e1p \u1ee9ng c\u00e1c m\u1ee5c ti\u00eau kinh doanh c\u1ee7a doanh nghi\u1ec7p.<\/li>\n<\/ul>\n\n\n\n<p>V\u1edbi c\u00e1c nhi\u1ec7m v\u1ee5 tr\u00ean, Business Analyst l\u00e0 m\u1ed9t v\u1ecb tr\u00ed quan tr\u1ecdng trong m\u00f4i tr\u01b0\u1eddng kinh doanh hi\u1ec7n \u0111\u1ea1i.<\/p>\n\n\n\n<p><strong>M\u1ee9c thu nh\u1eadp trung b\u00ecnh tham kh\u1ea3o c\u1ee7a nh\u00e2n vi\u00ean Business Analyst: 14.2 &#8211; 60 tri\u1ec7u \u0111\u1ed3ng\/th\u00e1ng.<\/strong><\/p>\n\n\n\n<p>Xem th\u00eam: <strong><a href=\"https:\/\/topviecit.vn\/blog\/it-business-analyst-la-gi\/\" target=\"_blank\" rel=\"noreferrer noopener\">IT Business Analyst L\u00e0 G\u00ec? M\u00f4 T\u1ea3 C\u00f4ng Vi\u1ec7c IT Business Analyst<\/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\/05\/nganh-data-analyst-topcv-4.jpg\" alt=\"Business Analyst s\u1ebd li\u00ean quan \u0111\u1ebfn ph\u00e2n t\u00edch trong kinh doanh\" class=\"wp-image-5467\" srcset=\"https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/05\/nganh-data-analyst-topcv-4.jpg 800w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/05\/nganh-data-analyst-topcv-4-640x400.jpg 640w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/05\/nganh-data-analyst-topcv-4-768x480.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\"><em>Business Analyst s\u1ebd li\u00ean quan \u0111\u1ebfn ph\u00e2n t\u00edch trong kinh doanh<\/em><\/figcaption><\/figure><\/div>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Digital_Marketer\"><\/span><strong>Digital Marketer<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Digital Marketer l\u00e0 m\u1ed9t chuy\u00ean gia trong l\u0129nh v\u1ef1c marketing s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 k\u1ef9 thu\u1eadt s\u1ed1 \u0111\u1ec3 qu\u1ea3ng b\u00e1 s\u1ea3n ph\u1ea9m ho\u1eb7c d\u1ecbch v\u1ee5 c\u1ee7a c\u00f4ng ty \u0111\u1ebfn kh\u00e1ch h\u00e0ng. C\u00f4ng vi\u1ec7c c\u1ee7a h\u1ecd bao g\u1ed3m:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Nghi\u00ean c\u1ee9u v\u00e0 ph\u00e2n t\u00edch th\u1ecb tr\u01b0\u1eddng t\u00ecm hi\u1ec3u nhu c\u1ea7u c\u1ee7a kh\u00e1ch h\u00e0ng v\u00e0 \u0111\u1ed1i th\u1ee7 c\u1ea1nh tranh.<\/li>\n\n\n\n<li>T\u00ecm hi\u1ec3u v\u1ec1 \u0111\u1ed1i t\u01b0\u1ee3ng kh\u00e1ch h\u00e0ng, xu h\u01b0\u1edbng c\u1ee7a th\u1ecb tr\u01b0\u1eddng, v\u00e0 \u0111\u01b0a ra c\u00e1c chi\u1ebfn l\u01b0\u1ee3c ph\u00f9 h\u1ee3p \u0111\u1ec3 t\u0103ng doanh s\u1ed1.<\/li>\n\n\n\n<li>D\u1ef1a tr\u00ean nghi\u00ean c\u1ee9u v\u00e0 ph\u00e2n t\u00edch th\u1ecb tr\u01b0\u1eddng, Digital Marketer ph\u1ea3i x\u00e2y d\u1ef1ng chi\u1ebfn l\u01b0\u1ee3c marketing ph\u00f9 h\u1ee3p v\u1edbi s\u1ea3n ph\u1ea9m ho\u1eb7c d\u1ecbch v\u1ee5 c\u1ee7a c\u00f4ng ty. Chi\u1ebfn l\u01b0\u1ee3c n\u00e0y bao g\u1ed3m c\u00e1c k\u00eanh qu\u1ea3ng c\u00e1o, n\u1ed9i dung truy\u1ec1n th\u00f4ng, v\u00e0 c\u00e1ch ti\u1ebfp c\u1eadn kh\u00e1ch h\u00e0ng.<\/li>\n\n\n\n<li>L\u00ean k\u1ebf ho\u1ea1ch v\u00e0 th\u1ef1c hi\u1ec7n chi\u1ebfn d\u1ecbch qu\u1ea3ng c\u00e1o tr\u00ean c\u00e1c k\u00eanh truy\u1ec1n th\u00f4ng k\u1ef9 thu\u1eadt s\u1ed1 nh\u01b0 Google Ads, Facebook Ads, hay YouTube Ads. \u0110\u1ea3m b\u1ea3o r\u1eb1ng chi\u1ebfn d\u1ecbch qu\u1ea3ng c\u00e1o \u0111\u1ea1t \u0111\u01b0\u1ee3c hi\u1ec7u qu\u1ea3 cao nh\u1ea5t v\u1edbi chi ph\u00ed t\u1ed1i \u01b0u nh\u1ea5t.<\/li>\n\n\n\n<li>Theo d\u00f5i v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 hi\u1ec7u qu\u1ea3 c\u1ee7a chi\u1ebfn d\u1ecbch qu\u1ea3ng c\u00e1o.&nbsp;<\/li>\n\n\n\n<li>\u0110\u01b0a ra b\u00e1o c\u00e1o v\u00e0 \u0111\u1ec1 xu\u1ea5t c\u00e1c c\u1ea3i ti\u1ebfn \u0111\u1ec3 t\u0103ng hi\u1ec7u qu\u1ea3 cho chi\u1ebfn d\u1ecbch trong t\u01b0\u01a1ng lai.<\/li>\n<\/ul>\n\n\n\n<p><strong>M\u1ee9c thu nh\u1eadp trung b\u00ecnh tham kh\u1ea3o c\u1ee7a nh\u00e2n vi\u00ean Digital Marketer: 10 &#8211; 33 tri\u1ec7u \u0111\u1ed3ng\/th\u00e1ng.<\/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\/05\/nganh-data-analyst-topcv-5.jpg\" alt=\"Digital Marketing l\u00e0 ng\u00e0nh c\u1ea7n c\u00f3 nhi\u1ec1u ho\u1ea1t \u0111\u1ed9ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u\" class=\"wp-image-5466\" srcset=\"https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/05\/nganh-data-analyst-topcv-5.jpg 800w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/05\/nganh-data-analyst-topcv-5-640x400.jpg 640w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/05\/nganh-data-analyst-topcv-5-768x480.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\"><em>Digital Marketing l\u00e0 ng\u00e0nh c\u1ea7n c\u00f3 nhi\u1ec1u ho\u1ea1t \u0111\u1ed9ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u<\/em><\/figcaption><\/figure><\/div>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Product_Manager\"><\/span><strong>Product Manager<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><a href=\"https:\/\/topviecit.vn\/blog\/product-manager-la-gi\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Product Manager<\/strong><\/a> (PM) l\u00e0 ng\u01b0\u1eddi \u0111\u1ee9ng \u0111\u1ea7u quy\u1ebft \u0111\u1ecbnh v\u1ec1 s\u1ea3n ph\u1ea9m v\u00e0 ch\u1ecbu tr\u00e1ch nhi\u1ec7m v\u1ec1 s\u1ef1 th\u00e0nh c\u00f4ng c\u1ee7a s\u1ea3n ph\u1ea9m \u0111\u00f3. PM ph\u1ea3i \u0111\u1ea3m b\u1ea3o r\u1eb1ng s\u1ea3n ph\u1ea9m \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n \u0111\u00fang h\u01b0\u1edbng, \u0111\u1ea7y \u0111\u1ee7 t\u00ednh n\u0103ng v\u00e0 \u0111\u00e1p \u1ee9ng \u0111\u01b0\u1ee3c nhu c\u1ea7u c\u1ee7a kh\u00e1ch h\u00e0ng.<\/p>\n\n\n\n<p>Nh\u1eefng nhi\u1ec7m v\u1ee5 ph\u1ed5 bi\u1ebfn c\u1ee7a PM th\u01b0\u1eddng bao g\u1ed3m:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Nghi\u00ean c\u1ee9u th\u1ecb tr\u01b0\u1eddng v\u00e0 ph\u00e2n t\u00edch nhu c\u1ea7u c\u1ee7a kh\u00e1ch h\u00e0ng \u0111\u1ec3 ph\u00e1t tri\u1ec3n s\u1ea3n ph\u1ea9m ph\u00f9 h\u1ee3p.<\/li>\n\n\n\n<li>L\u00ean k\u1ebf ho\u1ea1ch v\u00e0 qu\u1ea3n l\u00fd qu\u00e1 tr\u00ecnh ph\u00e1t tri\u1ec3n s\u1ea3n ph\u1ea9m, \u0111\u1ea3m b\u1ea3o ti\u1ebfn \u0111\u1ed9, ng\u00e2n s\u00e1ch, ch\u1ea5t l\u01b0\u1ee3ng s\u1ea3n ph\u1ea9m.<\/li>\n\n\n\n<li>Qu\u1ea3n l\u00fd v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u \u0111\u1ec3 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh \u0111\u00fang \u0111\u1eafn v\u1ec1 s\u1ea3n ph\u1ea9m.<\/li>\n\n\n\n<li>T\u01b0\u01a1ng t\u00e1c v\u1edbi c\u00e1c b\u1ed9 ph\u1eadn kh\u00e1c trong c\u00f4ng ty nh\u01b0 k\u1ef9 thu\u1eadt, marketing, b\u00e1n h\u00e0ng \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o s\u1ea3n ph\u1ea9m \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n v\u00e0 ti\u1ebfp th\u1ecb m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3.<\/li>\n<\/ul>\n\n\n\n<p><strong>M\u1ee9c thu nh\u1eadp trung b\u00ecnh tham kh\u1ea3o c\u1ee7a nh\u00e2n vi\u00ean Product Manager: 27.3 &#8211; 115 tri\u1ec7u \u0111\u1ed3ng\/th\u00e1ng.<\/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\/05\/nganh-data-analyst-topcv-6.jpg\" alt=\"C\u00f3 k\u1ef9 n\u0103ng Data Analyst s\u1ebd gi\u00fap c\u00f4ng vi\u1ec7c c\u1ee7a Product Manager \u0111\u01b0\u1ee3c hi\u1ec7u qu\u1ea3 h\u01a1n\" class=\"wp-image-5465\" srcset=\"https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/05\/nganh-data-analyst-topcv-6.jpg 800w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/05\/nganh-data-analyst-topcv-6-640x400.jpg 640w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/05\/nganh-data-analyst-topcv-6-768x480.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\"><em>C\u00f3 k\u1ef9 n\u0103ng Data Analyst s\u1ebd gi\u00fap c\u00f4ng vi\u1ec7c c\u1ee7a Product Manager \u0111\u01b0\u1ee3c hi\u1ec7u qu\u1ea3 h\u01a1n<\/em><\/figcaption><\/figure><\/div>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Data_Engineer_ky_su_du_lieu\"><\/span><strong>Data Engineer (k\u1ef9 s\u01b0 d\u1eef li\u1ec7u)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><a href=\"https:\/\/topviecit.vn\/blog\/lo-trinh-thang-tien-data-engineer\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Data Engineer<\/strong><\/a> l\u00e0 m\u1ed9t chuy\u00ean gia v\u1ec1 d\u1eef li\u1ec7u, ch\u1ecbu tr\u00e1ch nhi\u1ec7m thu th\u1eadp, x\u1eed l\u00fd, v\u00e0 l\u01b0u tr\u1eef d\u1eef li\u1ec7u. Data Engineer c\u00f3 t\u1ea7m nh\u00ecn cao v\u00e0 hi\u1ec3u \u0111\u01b0\u1ee3c c\u00e1ch s\u1eed d\u1ee5ng d\u1eef li\u1ec7u \u0111\u1ec3 gi\u00fap c\u00e1c doanh nghi\u1ec7p \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh hi\u1ec7u qu\u1ea3. C\u1ee5 th\u1ec3, nh\u1eefng nhi\u1ec7m v\u1ee5 th\u01b0\u1eddng g\u1eb7p c\u1ee7a Data Engineer nh\u01b0 sau:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Thu th\u1eadp d\u1eef li\u1ec7u t\u1eeb nhi\u1ec1u ngu\u1ed3n kh\u00e1c nhau v\u00e0 \u0111\u1ea3m b\u1ea3o t\u00ednh to\u00e0n v\u1eb9n c\u1ee7a d\u1eef li\u1ec7u.<\/li>\n\n\n\n<li>X\u1eed l\u00fd d\u1eef li\u1ec7u m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3 \u0111\u1ec3 c\u00f3 th\u1ec3 \u0111\u01b0a ra k\u1ebft qu\u1ea3 ch\u00ednh x\u00e1c.<\/li>\n\n\n\n<li>L\u01b0u tr\u1eef d\u1eef li\u1ec7u m\u1ed9t c\u00e1ch an to\u00e0n v\u00e0 \u0111\u1ea3m b\u1ea3o t\u00ednh b\u1ea3o m\u1eadt c\u1ee7a d\u1eef li\u1ec7u.<\/li>\n\n\n\n<li>T\u1ed5ng h\u1ee3p c\u00e1c d\u1eef li\u1ec7u kh\u00e1c nhau \u0111\u1ec3 c\u00f3 th\u1ec3 \u0111\u01b0a ra k\u1ebft qu\u1ea3 ch\u00ednh x\u00e1c.<\/li>\n\n\n\n<li>Ph\u00e2n t\u00edch d\u1eef li\u1ec7u \u0111\u1ec3 t\u00ecm ra c\u00e1c xu h\u01b0\u1edbng, m\u00f4 h\u00ecnh v\u00e0 k\u1ebft qu\u1ea3 h\u1eefu \u00edch cho doanh nghi\u1ec7p.<\/li>\n<\/ul>\n\n\n\n<p><strong>M\u1ee9c thu nh\u1eadp trung b\u00ecnh tham kh\u1ea3o c\u1ee7a nh\u00e2n vi\u00ean Data Engineer: 17.5 &#8211; 80.5 tri\u1ec7u \u0111\u1ed3ng\/th\u00e1ng.<\/strong><\/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\/2023\/05\/nganh-data-analyst-topcv-7.jpg\" alt=\"B\u1ea1n c\u00f3 th\u1ec3 tr\u1edf th\u00e0nh k\u1ef9 s\u01b0 d\u1eef li\u1ec7u khi h\u1ecdc ng\u00e0nh Data Analyst\" class=\"wp-image-5464\" style=\"width:800px;height:500px\" srcset=\"https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/05\/nganh-data-analyst-topcv-7.jpg 800w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/05\/nganh-data-analyst-topcv-7-640x400.jpg 640w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/05\/nganh-data-analyst-topcv-7-768x480.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\"><em>B\u1ea1n c\u00f3 th\u1ec3 tr\u1edf th\u00e0nh k\u1ef9 s\u01b0 d\u1eef li\u1ec7u khi h\u1ecdc ng\u00e0nh Data Analyst<\/em><\/figcaption><\/figure><\/div>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Data_Scientist\"><\/span><strong>Data Scientist<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><a href=\"https:\/\/topviecit.vn\/blog\/data-science-la-gi\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Data Scientist<\/strong><\/a> l\u00e0 m\u1ed9t chuy\u00ean gia trong l\u0129nh v\u1ef1c khoa h\u1ecdc d\u1eef li\u1ec7u. C\u00f4ng vi\u1ec7c c\u1ee7a h\u1ecd l\u00e0 thu th\u1eadp, x\u1eed l\u00fd v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u \u0111\u1ec3 t\u00ecm ra c\u00e1c th\u00f4ng tin h\u1eefu \u00edch v\u00e0 t\u1eeb \u0111\u00f3 gi\u00fap cho c\u00e1c quy\u1ebft \u0111\u1ecbnh \u0111\u01b0\u1ee3c \u0111\u01b0a ra m\u1ed9t c\u00e1ch ch\u00ednh x\u00e1c v\u00e0 \u0111\u00e1ng tin c\u1eady. Nhi\u1ec7m v\u1ee5 th\u01b0\u1eddng g\u1eb7p c\u1ee7a Data Scientist bao g\u1ed3m:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Thu th\u1eadp v\u00e0 t\u1ed5ng h\u1ee3p d\u1eef li\u1ec7u t\u1eeb nhi\u1ec1u ngu\u1ed3n kh\u00e1c nhau. H\u1ecd c\u1ea7n hi\u1ec3u r\u00f5 v\u1ec1 c\u00e1c ph\u01b0\u01a1ng ph\u00e1p thu th\u1eadp d\u1eef li\u1ec7u v\u00e0 \u0111\u1ea3m b\u1ea3o t\u00ednh ch\u00ednh x\u00e1c c\u1ee7a d\u1eef li\u1ec7u thu th\u1eadp \u0111\u01b0\u1ee3c.<\/li>\n\n\n\n<li>X\u1eed l\u00fd d\u1eef li\u1ec7u \u0111\u1ec3 lo\u1ea1i b\u1ecf c\u00e1c gi\u00e1 tr\u1ecb b\u1ecb sai l\u1ec7ch, thi\u1ebfu ho\u1eb7c tr\u00f9ng l\u1eb7p. H\u1ecd c\u1ea7n s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 v\u00e0 ph\u1ea7n m\u1ec1m ph\u00e2n t\u00edch d\u1eef li\u1ec7u \u0111\u1ec3 gi\u00fap cho qu\u00e1 tr\u00ecnh n\u00e0y di\u1ec5n ra nhanh ch\u00f3ng v\u00e0 ch\u00ednh x\u00e1c.<\/li>\n\n\n\n<li>Sau khi \u0111\u00e3 x\u1eed l\u00fd d\u1eef li\u1ec7u, Data Scientist ph\u1ea3i ph\u00e2n t\u00edch d\u1eef li\u1ec7u \u0111\u1ec3 t\u00ecm ra c\u00e1c th\u00f4ng tin h\u1eefu \u00edch. H\u1ecd c\u1ea7n s\u1eed d\u1ee5ng c\u00e1c k\u1ef9 thu\u1eadt ph\u00e2n t\u00edch d\u1eef li\u1ec7u nh\u01b0 khai ph\u00e1 d\u1eef li\u1ec7u, h\u1ecdc m\u00e1y, v\u00e0 th\u1ed1ng k\u00ea \u0111\u1ec3 t\u00ecm ra c\u00e1c m\u1ed1i li\u00ean h\u1ec7 v\u00e0 xu h\u01b0\u1edbng trong d\u1eef li\u1ec7u.<\/li>\n\n\n\n<li>D\u1ef1a tr\u00ean c\u00e1c k\u1ebft qu\u1ea3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u, Data Scientist ph\u1ea3i \u0111\u01b0a ra d\u1ef1 \u0111o\u00e1n v\u1ec1 c\u00e1c s\u1ef1 ki\u1ec7n trong t\u01b0\u01a1ng lai. H\u1ecd c\u1ea7n s\u1eed d\u1ee5ng c\u00e1c thu\u1eadt to\u00e1n d\u1ef1 \u0111o\u00e1n \u0111\u1ec3 \u0111\u01b0a ra c\u00e1c k\u1ebft qu\u1ea3 ch\u00ednh x\u00e1c v\u00e0 \u0111\u00e1ng tin c\u1eady.<\/li>\n\n\n\n<li>\u0110\u01b0a ra c\u00e1c gi\u1ea3i ph\u00e1p d\u1ef1a tr\u00ean c\u00e1c k\u1ebft qu\u1ea3 ph\u00e2n t\u00edch v\u00e0 d\u1ef1 \u0111o\u00e1n c\u1ee7a h\u1ecd. H\u1ecd c\u1ea7n t\u00ecm hi\u1ec3u v\u00e0 \u0111\u01b0a ra c\u00e1c gi\u1ea3i ph\u00e1p ph\u00f9 h\u1ee3p \u0111\u1ec3 gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 trong th\u1ef1c t\u1ebf.<\/li>\n<\/ul>\n\n\n\n<p><strong>M\u1ee9c thu nh\u1eadp trung b\u00ecnh tham kh\u1ea3o c\u1ee7a nh\u00e2n vi\u00ean Data Scientist: 26.4 &#8211; 92.8 tri\u1ec7u \u0111\u1ed3ng\/th\u00e1ng.<\/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\/05\/nganh-data-analyst-topcv-8.jpg\" alt=\"Data Scientist s\u1ebd t\u1eadp trung nghi\u00ean c\u1ee9u s\u00e2u v\u1ec1 khoa h\u1ecdc d\u1eef li\u1ec7u\" class=\"wp-image-5463\" srcset=\"https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/05\/nganh-data-analyst-topcv-8.jpg 800w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/05\/nganh-data-analyst-topcv-8-640x400.jpg 640w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/05\/nganh-data-analyst-topcv-8-768x480.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\"><em>Data Scientist s\u1ebd t\u1eadp trung nghi\u00ean c\u1ee9u s\u00e2u v\u1ec1 khoa h\u1ecdc d\u1eef li\u1ec7u<\/em><\/figcaption><\/figure><\/div>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Chief_Data_Officer_CDO\"><\/span><strong>Chief Data Officer (CDO)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Chief Data Officer (CDO) l\u00e0 m\u1ed9t v\u1ecb tr\u00ed qu\u1ea3n l\u00fd c\u1ea5p cao trong t\u1ed5 ch\u1ee9c, ch\u1ecbu tr\u00e1ch nhi\u1ec7m v\u1ec1 d\u1eef li\u1ec7u v\u00e0 c\u00e1c ho\u1ea1t \u0111\u1ed9ng li\u00ean quan \u0111\u1ebfn d\u1eef li\u1ec7u. CDO c\u00f3 vai tr\u00f2 gi\u00e1m s\u00e1t, qu\u1ea3n l\u00fd v\u00e0 b\u1ea3o v\u1ec7 c\u00e1c ngu\u1ed3n t\u00e0i nguy\u00ean d\u1eef li\u1ec7u c\u1ee7a t\u1ed5 ch\u1ee9c.<\/p>\n\n\n\n<p>M\u1ed9t s\u1ed1 nhi\u1ec7m v\u1ee5 chi ti\u1ebft c\u1ee7a CDO th\u01b0\u1eddng g\u1eb7p v\u00ed d\u1ee5 nh\u01b0 sau:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>X\u00e1c \u0111\u1ecbnh v\u00e0 tri\u1ec3n khai chi\u1ebfn l\u01b0\u1ee3c d\u1eef li\u1ec7u c\u1ee7a t\u1ed5 ch\u1ee9c.<\/li>\n\n\n\n<li>Qu\u1ea3n l\u00fd c\u00e1c d\u1eef li\u1ec7u c\u1ee7a t\u1ed5 ch\u1ee9c v\u00e0 \u0111\u1ea3m b\u1ea3o t\u00ednh to\u00e0n v\u1eb9n, \u0111\u1ed9 tin c\u1eady v\u00e0 t\u00ednh kh\u1ea3 d\u1ee5ng c\u1ee7a ch\u00fang.<\/li>\n\n\n\n<li>X\u00e2y d\u1ef1ng v\u00e0 duy tr\u00ec c\u00e1c quy tr\u00ecnh v\u00e0 ti\u00eau chu\u1ea9n li\u00ean quan \u0111\u1ebfn d\u1eef li\u1ec7u trong t\u1ed5 ch\u1ee9c.<\/li>\n\n\n\n<li>T\u01b0 v\u1ea5n v\u00e0 h\u1ed7 tr\u1ee3 cho c\u00e1c \u0111\u1ed9i ng\u0169 kh\u00e1c trong t\u1ed5 ch\u1ee9c v\u1ec1 c\u00e1c v\u1ea5n \u0111\u1ec1 li\u00ean quan \u0111\u1ebfn d\u1eef li\u1ec7u.<\/li>\n\n\n\n<li>Th\u00fac \u0111\u1ea9y s\u1ef1 h\u1ee3p t\u00e1c v\u00e0 t\u01b0\u01a1ng t\u00e1c gi\u1eefa c\u00e1c \u0111\u1ed9i ng\u0169 v\u00e0 ph\u00f2ng ban trong t\u1ed5 ch\u1ee9c \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o s\u1ef1 h\u00e0i h\u00f2a v\u00e0 hi\u1ec7u qu\u1ea3 c\u1ee7a c\u00e1c ho\u1ea1t \u0111\u1ed9ng li\u00ean quan \u0111\u1ebfn d\u1eef li\u1ec7u.<\/li>\n<\/ul>\n\n\n\n<p><strong>M\u1ee9c thu nh\u1eadp trung b\u00ecnh tham kh\u1ea3o c\u1ee7a Chief Data Officer (CDO): 50 &#8211; 100 tri\u1ec7u \u0111\u1ed3ng\/th\u00e1ng.<\/strong><\/p>\n\n\n\n<p><strong>&gt;&gt;&gt; T\u00ecm hi\u1ec3u th\u00eam: <\/strong><a href=\"https:\/\/topviecit.vn\/blog\/data-analyst-intern\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>T\u1eeb Data Analyst Intern \u0111\u1ebfn CDO &#8211; l\u1ed9 tr\u00ecnh th\u0103ng ti\u1ebfn chi ti\u1ebft<\/strong><\/a><\/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\/05\/nganh-data-analyst-topcv-9.jpg\" alt=\"Chief Data Officer l\u00e0 m\u1ed9t v\u1ecb tr\u00ed qu\u1ea3n l\u00fd c\u1ea5p cao trong doanh nghi\u1ec7p\" class=\"wp-image-5462\" srcset=\"https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/05\/nganh-data-analyst-topcv-9.jpg 800w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/05\/nganh-data-analyst-topcv-9-640x400.jpg 640w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/05\/nganh-data-analyst-topcv-9-768x480.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\"><em>Chief Data Officer l\u00e0 m\u1ed9t v\u1ecb tr\u00ed qu\u1ea3n l\u00fd c\u1ea5p cao trong doanh nghi\u1ec7p<\/em><\/figcaption><\/figure><\/div>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Nhung_ky_nang_can_co_trong_nganh_Data_Analyst\"><\/span><strong>Nh\u1eefng k\u1ef9 n\u0103ng c\u1ea7n c\u00f3 trong ng\u00e0nh Data Analyst<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>V\u1eady, \u0111\u1ec3 l\u00e0m vi\u1ec7c trong ng\u00e0nh Data Analyst, b\u1ea1n s\u1ebd c\u1ea7n c\u00f3 nh\u1eefng k\u1ef9 n\u0103ng v\u00e0 y\u00eau c\u1ea7u g\u00ec? D\u01b0\u1edbi \u0111\u00e2y s\u1ebd l\u00e0 n\u1ed9i dung chi ti\u1ebft \u0111\u1ec3 b\u1ea1n c\u00f3 th\u1ec3 gi\u1ea3i \u0111\u00e1p \u0111\u01b0\u1ee3c v\u1ea5n \u0111\u1ec1 n\u00e0y:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Nhom_ky_nang_chuyen_mon\"><\/span><strong>Nh\u00f3m k\u1ef9 n\u0103ng chuy\u00ean m\u00f4n<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Tr\u01b0\u1edbc ti\u00ean, b\u1ea1n c\u1ea7n c\u00f3 k\u1ef9 n\u0103ng chuy\u00ean m\u00f4n \u0111\u1ec3 l\u00e0m vi\u1ec7c trong ng\u00e0nh Data Analyst. Nh\u1eefng k\u1ef9 n\u0103ng chuy\u00ean m\u00f4n c\u01a1 b\u1ea3n c\u1ea7n c\u00f3 c\u1ee7a ng\u00e0nh Data Analyst bao g\u1ed3m:<\/p>\n\n\n\n<p><strong><em>N\u1eafm b\u1eaft ki\u1ebfn th\u1ee9c chuy\u00ean m\u00f4n<\/em><\/strong><\/p>\n\n\n\n<p>V\u1ec1 ki\u1ebfn th\u1ee9c chuy\u00ean m\u00f4n, ng\u00e0nh Data Analyst s\u1ebd c\u1ea7n c\u00f3 nh\u1eefng ki\u1ebfn th\u1ee9c c\u01a1 b\u1ea3n nh\u01b0 sau:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Structured Query Language (SQL): <\/strong>L\u00e0 m\u1ed9t d\u1ea1ng ng\u00f4n ng\u1eef truy v\u1ea5n c\u00f3 c\u1ea5u tr\u00fac, ng\u00f4n ng\u1eef ti\u00eau chu\u1ea9n \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 giao ti\u1ebfp v\u1edbi c\u01a1 s\u1edf d\u1eef li\u1ec7u. <a href=\"https:\/\/topviecit.vn\/blog\/ngon-ngu-truy-van-sql\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Ng\u00f4n ng\u1eef truy v\u1ea5n SQL<\/strong><\/a> cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng c\u1eadp nh\u1eadt, s\u1eafp x\u1ebfp, truy v\u1ea5n c\u00e1c d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c l\u01b0u tr\u1eef, ch\u1ec9nh s\u1eeda c\u1ea5u tr\u00fac c\u1ee7a ch\u00fang.<\/li>\n\n\n\n<li><strong>Machine Learning: <\/strong>L\u00e0 m\u1ed9t nh\u00e1nh c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI). K\u1ef9 n\u0103ng chuy\u00ean m\u00f4n n\u00e0y cho ph\u00e9p b\u1ea1n t\u1eadp trung v\u00e0o vi\u1ec7c x\u00e2y d\u1ef1ng c\u00e1c thu\u1eadt to\u00e1n \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 t\u00ecm c\u00e1c m\u1eabu trong t\u1eadp Big Data, c\u1ea3i thi\u1ec7n \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a ch\u00fang theo th\u1eddi gian.<\/li>\n\n\n\n<li><strong>L\u1eadp tr\u00ecnh th\u1ed1ng k\u00ea: <\/strong>C\u00e1c ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh th\u1ed1ng k\u00ea, nh\u01b0 R ho\u1eb7c Python, cho ph\u00e9p b\u1ea1n th\u1ef1c hi\u1ec7n c\u00e1c ph\u00e2n t\u00edch n\u00e2ng cao theo c\u00e1ch m\u00e0 Excel kh\u00f4ng th\u1ec3 l\u00e0m \u0111\u01b0\u1ee3c. Nh\u1eefng <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> n\u00e0y cho ph\u00e9p b\u1ea1n c\u00f3 th\u1ec3 l\u00e0m s\u1ea1ch, ph\u00e2n t\u00edch v\u00e0 tr\u1ef1c quan h\u00f3a c\u00e1c t\u1eadp d\u1eef li\u1ec7u l\u1edbn hi\u1ec7u qu\u1ea3 h\u01a1n.<\/li>\n\n\n\n<li><strong>Tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u:<\/strong>S\u1eed d\u1ee5ng bi\u1ec3u \u0111\u1ed3, \u0111\u1ed3 th\u1ecb, b\u1ea3n \u0111\u1ed3 v\u00e0 c\u00e1c bi\u1ec3u di\u1ec5n d\u1eef li\u1ec7u tr\u1ef1c quan kh\u00e1c \u0111\u1ec3 gi\u00fap tr\u00ecnh b\u00e0y ph\u00e1t hi\u1ec7n c\u1ee7a m\u00ecnh theo c\u00e1ch d\u1ec5 hi\u1ec3u.<\/li>\n\n\n\n<li><strong>Qu\u1ea3n l\u00fd d\u1eef li\u1ec7u: <\/strong>C\u00e1c ho\u1ea1t \u0111\u1ed9ng thu th\u1eadp, t\u1ed5 ch\u1ee9c, l\u01b0u tr\u1eef d\u1eef li\u1ec7u theo c\u00e1ch hi\u1ec7u qu\u1ea3, an to\u00e0n v\u00e0 ti\u1ebft ki\u1ec7m chi ph\u00ed.<\/li>\n\n\n\n<li><strong>X\u00e1c su\u1ea5t v\u00e0 th\u1ed1ng k\u00ea: <\/strong>\u0110\u1ec1 c\u1eadp \u0111\u1ebfn l\u0129nh v\u1ef1c to\u00e1n h\u1ecdc v\u00e0 khoa h\u1ecdc li\u00ean quan \u0111\u1ebfn vi\u1ec7c thu th\u1eadp, ph\u00e2n t\u00edch, gi\u1ea3i th\u00edch v\u00e0 tr\u00ecnh b\u00e0y d\u1eef li\u1ec7u.&nbsp;<\/li>\n\n\n\n<li><strong>Kinh t\u1ebf l\u01b0\u1ee3ng: <\/strong>\u00c1p d\u1ee5ng c\u00e1c m\u00f4 h\u00ecnh d\u1eef li\u1ec7u th\u1ed1ng k\u00ea v\u00e0 to\u00e1n h\u1ecdc v\u00e0o l\u0129nh v\u1ef1c kinh t\u1ebf \u0111\u1ec3 gi\u00fap d\u1ef1 b\u00e1o c\u00e1c xu h\u01b0\u1edbng trong t\u01b0\u01a1ng lai d\u1ef1a tr\u00ean d\u1eef li\u1ec7u l\u1ecbch s\u1eed.<\/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\/05\/nganh-data-analyst-topcv-10.jpg\" alt=\"B\u1ea1n c\u1ea7n trau d\u1ed3i c\u00e1c ki\u1ebfn th\u1ee9c chuy\u00ean m\u00f4n th\u00e0nh th\u1ea1o khi mu\u1ed1n l\u00e0m vi\u1ec7c trong ng\u00e0nh Data Analyst\" class=\"wp-image-5461\" srcset=\"https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/05\/nganh-data-analyst-topcv-10.jpg 800w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/05\/nganh-data-analyst-topcv-10-640x400.jpg 640w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/05\/nganh-data-analyst-topcv-10-768x480.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\"><em>B\u1ea1n c\u1ea7n trau d\u1ed3i c\u00e1c ki\u1ebfn th\u1ee9c chuy\u00ean m\u00f4n th\u00e0nh th\u1ea1o khi mu\u1ed1n l\u00e0m vi\u1ec7c trong ng\u00e0nh Data Analyst<\/em><\/figcaption><\/figure><\/div>\n\n\n<p><strong><em>Th\u00e0nh th\u1ea1o c\u00e1c c\u00f4ng c\u1ee5 h\u1ed7 tr\u1ee3<\/em><\/strong><\/p>\n\n\n\n<p>B\u00ean c\u1ea1nh c\u00e1c ki\u1ebfn th\u1ee9c chuy\u00ean m\u00f4n c\u01a1 b\u1ea3n \u1edf tr\u00ean, b\u1ea1n c\u0169ng c\u1ea7n ph\u1ea3i th\u00e0nh th\u1ea1o nh\u1eefng c\u00f4ng c\u1ee5 h\u1ed7 tr\u1ee3 khi mu\u1ed1n l\u00e0m vi\u1ec7c trong ng\u00e0nh Data Analyst. B\u1ea1n c\u00f3 th\u1ec3 t\u00ecm hi\u1ec3u th\u00eam v\u1ec1 m\u1ed9t s\u1ed1 c\u00f4ng c\u1ee5 h\u1ed7 tr\u1ee3 ph\u1ed5 bi\u1ebfn nh\u01b0 sau:&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Microsoft Excel, Word, PowerPoint.<\/li>\n\n\n\n<li>Business Intelligence Tools (BI Tools).<\/li>\n\n\n\n<li>Power BI.<\/li>\n\n\n\n<li>Tableau.<\/li>\n\n\n\n<li>FineReport.<\/li>\n\n\n\n<li>SAS.<\/li>\n\n\n\n<li>RapidMiner.<\/li>\n\n\n\n<li>OpenRefine.<\/li>\n\n\n\n<li>Orange.<\/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\/05\/nganh-data-analyst-topcv-11.jpg\" alt=\"Ng\u00e0y nay c\u00f3 nhi\u1ec1u c\u00f4ng c\u1ee5 h\u1ed7 tr\u1ee3 cho ng\u00e0nh Data Analyst\" class=\"wp-image-5460\" srcset=\"https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/05\/nganh-data-analyst-topcv-11.jpg 800w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/05\/nganh-data-analyst-topcv-11-640x400.jpg 640w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/05\/nganh-data-analyst-topcv-11-768x480.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\"><em>Ng\u00e0y nay c\u00f3 nhi\u1ec1u c\u00f4ng c\u1ee5 h\u1ed7 tr\u1ee3 cho ng\u00e0nh Data Analyst<\/em><\/figcaption><\/figure><\/div>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Nhom_ky_nang_khac_can_co\"><\/span><strong>Nh\u00f3m k\u1ef9 n\u0103ng kh\u00e1c c\u1ea7n c\u00f3<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>B\u00ean c\u1ea1nh nh\u1eefng k\u1ef9 n\u0103ng chuy\u00ean m\u00f4n \u1edf tr\u00ean, b\u1ea1n c\u0169ng c\u1ea7n ph\u1ea3i c\u00f3 th\u00eam nh\u1eefng k\u1ef9 n\u0103ng m\u1ec1m h\u1ed7 tr\u1ee3 n\u1ebfu mu\u1ed1n l\u00e0m vi\u1ec7c trong ng\u00e0nh Data Analyst. D\u01b0\u1edbi \u0111\u00e2y s\u1ebd l\u00e0 m\u1ed9t s\u1ed1 k\u1ef9 n\u0103ng m\u1ec1m m\u00e0 b\u1ea1n c\u1ea7n l\u01b0u \u00fd r\u00e8n luy\u1ec7n:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Giao ti\u1ebfp: Giao ti\u1ebfp trong m\u1ed9t d\u1ef1 \u00e1n ph\u00e2n t\u00edch d\u1eef li\u1ec7u kh\u00f4ng ch\u1ec9 l\u00e0 vi\u1ebft v\u00e0 n\u00f3i m\u00e0 c\u00f2n bao g\u1ed3m c\u1ea3 l\u1eafng nghe. Khi giao ti\u1ebfp t\u1ed1t, b\u1ea1n c\u00f3 th\u1ec3 th\u00fac \u0111\u1ea9y qu\u00e1 tr\u00ecnh l\u00e0m vi\u1ec7c nhanh ch\u00f3ng h\u01a1n v\u00e0 tr\u00e1nh nh\u1eefng hi\u1ec3u l\u1ea7m kh\u00f4ng \u0111\u00e1ng c\u00f3 trong qu\u00e1 tr\u00ecnh l\u00e0m vi\u1ec7c.<\/li>\n\n\n\n<li>H\u1ee3p t\u00e1c: Ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u00e0 m\u1ed9t n\u1ed7 l\u1ef1c c\u1ee7a nh\u00f3m trong \u0111\u00f3 c\u00e1c nh\u00f3m kinh doanh, CNTT v\u00e0 d\u1eef li\u1ec7u c\u1ea7n ph\u1ea3i l\u00e0m vi\u1ec7c c\u00f9ng nhau. V\u00ec v\u1eady, k\u1ef9 n\u0103ng h\u1ee3p t\u00e1c s\u1ebd gi\u00fap \u00edch cho b\u1ea1n khi l\u00e0m vi\u1ec7c trong ng\u00e0nh Data Analyst.<\/li>\n\n\n\n<li>T\u01b0 duy ph\u1ea3n bi\u1ec7n: Gi\u00fap b\u1ea1n c\u00f3 th\u1ec3 suy ngh\u0129 m\u1ed9t c\u00e1ch ph\u00e2n t\u00edch v\u1ec1 d\u1eef li\u1ec7u, x\u00e1c \u0111\u1ecbnh c\u00e1c m\u1eabu v\u00e0 tr\u00edch xu\u1ea5t th\u00f4ng tin chi ti\u1ebft d\u1ec5 d\u00e0ng h\u01a1n v\u00e0 c\u00f3 th\u1ec3 gi\u00fap d\u1eef li\u1ec7u c\u00f3 \u00fd ngh\u0129a h\u01a1n l\u00e0 nh\u1eefng con s\u1ed1 \u0111\u01a1n thu\u1ea7n.<\/li>\n\n\n\n<li>Kh\u1ea3 n\u0103ng s\u00e1ng t\u1ea1o: M\u1ed9t chuy\u00ean gia ng\u00e0nh Data Analyst th\u00e0nh c\u00f4ng s\u1ebd c\u1ea7n s\u1ef1 li\u00ean t\u1ee5c c\u1ed1 g\u1eafng t\u1ea1o ra nh\u1eefng hi\u1ec3u bi\u1ebft m\u1edbi theo k\u1ecbp th\u1eddi \u0111\u1ea1i, ch\u00ednh x\u00e1c v\u00e0 ph\u00f9 h\u1ee3p v\u1edbi doanh nghi\u1ec7p.&nbsp;<\/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\/05\/nganh-data-analyst-topcv-12-1.jpg\" alt=\"\u0110\u1ec3 l\u00e0m vi\u1ec7c trong ng\u00e0nh Data Analyst b\u1ea1n c\u1ea7n c\u00f3 t\u01b0 duy ph\u1ea3n bi\u1ec7n t\u1ed1t\" class=\"wp-image-5538\" srcset=\"https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/05\/nganh-data-analyst-topcv-12-1.jpg 800w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/05\/nganh-data-analyst-topcv-12-1-640x400.jpg 640w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/05\/nganh-data-analyst-topcv-12-1-768x480.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\"><em>\u0110\u1ec3 l\u00e0m vi\u1ec7c trong ng\u00e0nh Data Analyst b\u1ea1n c\u1ea7n c\u00f3 t\u01b0 duy ph\u1ea3n bi\u1ec7n t\u1ed1t<\/em><\/figcaption><\/figure><\/div>\n\n\n<p>Hy v\u1ecdng v\u1edbi b\u00e0i vi\u1ebft trong 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> n\u00e0y, b\u1ea1n \u0111\u00e3 hi\u1ec3u h\u01a1n v\u1ec1 ng\u00e0nh Data Analyst v\u00e0 nh\u1eefng v\u1ea5n \u0111\u1ec1 xung quanh ng\u00e0nh ngh\u1ec1 n\u00e0y. N\u1ebfu b\u1ea1n c\u0169ng \u0111ang t\u00ecm ki\u1ebfm c\u00e1c c\u01a1 h\u1ed9i <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>, h\u00e3y truy c\u1eadp ngay v\u00e0o <a href=\"https:\/\/www.topcv.vn\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>TopCV.vn<\/strong><\/a>.&nbsp;T\u1ea1i TopCV, b\u1ea1n c\u00f3 th\u1ec3 b\u1eaft \u0111\u1ea7u t\u1ea1o CV nhanh ch\u00f3ng v\u00e0 ti\u1ebfp c\u1eadn ngay v\u1edbi c\u00e1c tin tuy\u1ec3n d\u1ee5ng h\u1ea5p d\u1eabn.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Ng\u00e0y nay, v\u1edbi s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a khoa h\u1ecdc c\u00f4ng ngh\u1ec7 v\u00e0 vi\u1ec7c thu th\u1eadp d\u1eef li\u1ec7u tr\u00ean m\u1ecdi l\u0129nh v\u1ef1c, ng\u00e0nh Data Analyst (Ph\u00e2n t\u00edch d\u1eef li\u1ec7u) ng\u00e0y c\u00e0ng tr\u1edf n\u00ean ph\u1ed5 bi\u1ebfn v\u00e0 c\u00f3 nhi\u1ec1u c\u01a1 h\u1ed9i ngh\u1ec1 nghi\u1ec7p h\u1ea5p d\u1eabn. Tuy nhi\u00ean, \u0111\u1ec3 tr\u1edf th\u00e0nh m\u1ed9t Data Analyst, b\u1ea1n c\u1ea7n ph\u1ea3i c\u00f3 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":5471,"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":[1381,1380,1394,1395,1382],"class_list":["post-5458","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-chia-se-kinh-nghiem","tag-data-analyst-la-nganh-gi","tag-ky-nang-data-analyst","tag-nganh-data-analyst","tag-nganh-data-analyst-la-gi","tag-nghe-data-analyst-la-gi"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Ng\u00e0nh Data Analyst l\u00e0 g\u00ec? C\u01a1 h\u1ed9i ngh\u1ec1 nghi\u1ec7p v\u00e0 k\u1ef9 n\u0103ng c\u1ea7n c\u00f3<\/title>\n<meta name=\"description\" content=\"Ng\u00e0y nay, ng\u00e0nh Data Analyst ng\u00e0y c\u00e0ng tr\u1edf n\u00ean ph\u1ed5 bi\u1ebfn h\u01a1n. \u0110i\u1ec1u n\u00e0y k\u00e9o theo nhi\u1ec1u c\u01a1 h\u1ed9i vi\u1ec7c l\u00e0m h\u1ea5p d\u1eabn. C\u00f9ng t\u00ecm hi\u1ec3u ngay nh\u00e9.\" \/>\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\/nganh-data-analyst-la-gi\/\" \/>\n<meta property=\"og:locale\" content=\"vi_VN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Ng\u00e0nh Data Analyst l\u00e0 g\u00ec? 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