{"id":4976,"date":"2023-03-28T06:52:32","date_gmt":"2023-03-28T06:52:32","guid":{"rendered":"https:\/\/topviecit.vn\/blog\/?p=4976"},"modified":"2023-11-13T03:58:31","modified_gmt":"2023-11-13T03:58:31","slug":"big-data-analyst","status":"publish","type":"post","link":"https:\/\/topviecit.vn\/blog\/big-data-analyst\/","title":{"rendered":"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"},"content":{"rendered":"\n<p>Hi\u1ec7n nay, Big Data Analyst l\u00e0 m\u1ed9t trong nh\u1eefng ng\u00e0nh c\u00f3 ti\u1ec1m n\u0103ng v\u00f4 c\u00f9ng l\u1edbn t\u1ea1i Vi\u1ec7t Nam v\u00e0 tr\u00ean th\u1ebf gi\u1edbi. V\u1eady <strong><a href=\"https:\/\/topviecit.vn\/blog\/big-data-analyst\/\" target=\"_blank\" rel=\"noreferrer noopener\">Big Data Analyst<\/a><\/strong> l\u00e0 g\u00ec? C\u1ea7n nh\u1eefng k\u1ef9 n\u0103ng g\u00ec \u0111\u1ec3 c\u00f3 th\u1ec3 tr\u1edf th\u00e0nh chuy\u00ean gia trong l\u0129nh v\u1ef1c n\u00e0y? T\u00ecm hi\u1ec3u ngay c\u00f9ng <a href=\"https:\/\/topviecit.vn\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>TopviecIT<\/strong><\/a> 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\/big-data-analyst\/#Big_Data_Analyst_la_gi\" title=\"Big Data Analyst l\u00e0 g\u00ec?\">Big 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\/big-data-analyst\/#Tiem_nang_cua_Big_Data_Analyst_tai_Viet_Nam\" title=\"Ti\u1ec1m n\u0103ng c\u1ee7a Big Data Analyst t\u1ea1i Vi\u1ec7t Nam\">Ti\u1ec1m n\u0103ng c\u1ee7a Big Data Analyst t\u1ea1i Vi\u1ec7t Nam<\/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\/big-data-analyst\/#Mo_ta_cong_viec_chi_tiet_cua_Big_Data_Analyst\" title=\"M\u00f4 t\u1ea3 c\u00f4ng vi\u1ec7c chi ti\u1ebft c\u1ee7a Big Data Analyst\">M\u00f4 t\u1ea3 c\u00f4ng vi\u1ec7c chi ti\u1ebft c\u1ee7a Big Data Analyst<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/topviecit.vn\/blog\/big-data-analyst\/#Nhung_ky_nang_can_co_cua_Big_Data_Analyst\" title=\"Nh\u1eefng k\u1ef9 n\u0103ng c\u1ea7n c\u00f3 c\u1ee7a Big Data Analyst\">Nh\u1eefng k\u1ef9 n\u0103ng c\u1ea7n c\u00f3 c\u1ee7a Big 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-5\" href=\"https:\/\/topviecit.vn\/blog\/big-data-analyst\/#Ky_nang_chuyen_mon_ve_Big_Data_Analyst\" title=\"K\u1ef9 n\u0103ng chuy\u00ean m\u00f4n v\u1ec1 Big Data Analyst\">K\u1ef9 n\u0103ng chuy\u00ean m\u00f4n v\u1ec1 Big Data 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\/big-data-analyst\/#Ky_nang_mem\" title=\"K\u1ef9 n\u0103ng m\u1ec1m\">K\u1ef9 n\u0103ng m\u1ec1m<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/topviecit.vn\/blog\/big-data-analyst\/#Lam_the_nao_de_tro_thanh_chuyen_gia_Big_Data_Analyst\" title=\"L\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 tr\u1edf th\u00e0nh chuy\u00ean gia Big Data Analyst?\">L\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 tr\u1edf th\u00e0nh chuy\u00ean gia Big 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-8\" href=\"https:\/\/topviecit.vn\/blog\/big-data-analyst\/#Hoc_tap_trau_doi_ky_nang_chuyen_mon\" title=\"H\u1ecdc t\u1eadp, trau d\u1ed3i k\u1ef9 n\u0103ng chuy\u00ean m\u00f4n\">H\u1ecdc t\u1eadp, trau d\u1ed3i 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-9\" href=\"https:\/\/topviecit.vn\/blog\/big-data-analyst\/#Tham_gia_cac_cong_dong_Data_Analyst\" title=\"Tham gia c\u00e1c c\u1ed9ng \u0111\u1ed3ng Data Analyst\">Tham gia c\u00e1c c\u1ed9ng \u0111\u1ed3ng Data Analyst<\/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\/big-data-analyst\/#Tu_phat_trien_cac_du_an_ca_nhan\" title=\"T\u1ef1 ph\u00e1t tri\u1ec3n c\u00e1c d\u1ef1 \u00e1n c\u00e1 nh\u00e2n\">T\u1ef1 ph\u00e1t tri\u1ec3n c\u00e1c d\u1ef1 \u00e1n c\u00e1 nh\u00e2n<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/topviecit.vn\/blog\/big-data-analyst\/#Theo_doi_cac_xu_huong_va_cong_nghe_moi\" title=\"Theo d\u00f5i c\u00e1c xu h\u01b0\u1edbng v\u00e0 c\u00f4ng ngh\u1ec7 m\u1edbi\">Theo d\u00f5i c\u00e1c xu h\u01b0\u1edbng v\u00e0 c\u00f4ng ngh\u1ec7 m\u1edbi<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Big_Data_Analyst_la_gi\"><\/span><strong>Big Data Analyst l\u00e0 g\u00ec?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Big Data Analyst l\u00e0 ng\u01b0\u1eddi c\u00f3 chuy\u00ean m\u00f4n v\u1ec1 ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn (Big Data). \u0110\u00e2y l\u00e0 m\u1ed9t l\u0129nh v\u1ef1c li\u00ean quan \u0111\u1ebfn thu th\u1eadp v\u00e0 x\u1eed l\u00fd c\u00e1c t\u1eadp d\u1eef li\u1ec7u c\u00f3 quy m\u00f4 l\u1edbn v\u00e0 ph\u1ee9c t\u1ea1p. M\u1ee5c ti\u00eau l\u00e0 t\u00ecm ra nh\u1eefng th\u00f4ng tin h\u1eefu \u00edch v\u00e0 cung c\u1ea5p gi\u1ea3i ph\u00e1p cho c\u00e1c v\u1ea5n \u0111\u1ec1 kinh doanh.&nbsp;<\/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\/03\/Big-data-analyst-la-gi.jpg\" alt=\"big data analyst l\u00e0 g\u00ec\" class=\"wp-image-4977\" srcset=\"https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/03\/Big-data-analyst-la-gi.jpg 800w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/03\/Big-data-analyst-la-gi-640x400.jpg 640w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/03\/Big-data-analyst-la-gi-768x480.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\"><em>Big data analyst &#8211; Chuy\u00ean gia x\u1eed l\u00fd v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn<\/em><\/figcaption><\/figure><\/div>\n\n\n<p>Ng\u01b0\u1eddi l\u00e0m Big Data Analyst s\u1ebd c\u1ea7n s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 v\u00e0 k\u1ef9 thu\u1eadt ph\u00e2n t\u00edch \u0111\u1ec3 t\u00ecm ki\u1ebfm c\u00e1c m\u00f4 h\u00ecnh, xu h\u01b0\u1edbng v\u00e0 th\u00f4ng tin quan tr\u1ecdng t\u1eeb kho d\u1eef li\u1ec7u \u0111\u1ebfn t\u1eeb nhi\u1ec1u ngu\u1ed3n kh\u00e1c nhau.&nbsp;<\/p>\n\n\n\n<p>Theo th\u1ed1ng k\u00ea c\u1ee7a c\u00e1c trang tuy\u1ec3n d\u1ee5ng, m\u1ee9c l\u01b0\u01a1ng trung b\u00ecnh c\u1ee7a Big Data Analyst t\u1ea1i Vi\u1ec7t Nam hi\u1ec7n nay l\u00e0 kho\u1ea3ng 20-40 tri\u1ec7u \u0111\u1ed3ng\/th\u00e1ng ho\u1eb7c cao h\u01a1n, t\u00f9y v\u00e0o kinh nghi\u1ec7m v\u00e0 quy m\u00f4 c\u1ee7a c\u00f4ng ty.&nbsp;<\/p>\n\n\n\n<p>Xem th\u00eam: <strong><a href=\"https:\/\/topviecit.vn\/blog\/luong-data-analyst\/\" target=\"_blank\" rel=\"noreferrer noopener\">L\u01b0\u01a1ng Data Analyst Hi\u1ec7n Nay L\u00e0 Bao Nhi\u00eau? Tips \u0110\u1ec3 C\u00f3 L\u01b0\u01a1ng Cao<\/a><\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Tiem_nang_cua_Big_Data_Analyst_tai_Viet_Nam\"><\/span><strong>Ti\u1ec1m n\u0103ng c\u1ee7a Big Data Analyst t\u1ea1i Vi\u1ec7t Nam<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Vi\u1ec7c \u00e1p d\u1ee5ng Big Data trong kinh doanh \u0111ang tr\u1edf th\u00e0nh xu h\u01b0\u1edbng t\u1ea5t y\u1ebfu t\u1ea1i Vi\u1ec7t Nam. Th\u00f4ng qua nh\u1eefng k\u1ebft qu\u1ea3 ph\u00e2n t\u00edch t\u1eeb kho d\u1eef li\u1ec7u l\u1edbn, c\u00e1c doanh nghi\u1ec7p s\u1ebd \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh ch\u00ednh x\u00e1c d\u1ef1a tr\u00ean b\u1eb1ng ch\u1ee9ng, nh\u1edd \u0111\u00f3 c\u1ea3i thi\u1ec7n ho\u1ea1t \u0111\u1ed9ng kinh doanh.&nbsp;<\/p>\n\n\n\n<p>Hi\u1ec7n nay, Vi\u1ec7t Nam \u0111ang tr\u1edf th\u00e0nh m\u1ed9t trung t\u00e2m ph\u00e1t tri\u1ec3n c\u00e1c d\u1ecbch v\u1ee5 ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u00e0 l\u01b0u tr\u1eef \u0111\u00e1m m\u00e2y c\u1ee7a th\u1ebf gi\u1edbi, k\u00e9o theo s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a c\u00e1c c\u00f4ng ngh\u1ec7 Big Data nh\u01b0 Hadoop, Spark v\u00e0 c\u00e1c c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch d\u1eef li\u1ec7u kh\u00e1c. \u0110i\u1ec1u n\u00e0y thu h\u00fat c\u00e1c c\u00f4ng ty n\u01b0\u1edbc ngo\u00e0i \u0111\u1ea7u t\u01b0 v\u00e0o Vi\u1ec7t Nam v\u00e0 t\u1ea1o ra nhu c\u1ea7u tuy\u1ec3n d\u1ee5ng chuy\u00ean gia Big Data Analyst trong n\u01b0\u1edbc.<\/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\/03\/tiem-nang-cua-big-data-analyst-tai-viet-nam.jpg\" alt=\"ti\u1ec1m n\u0103ng c\u1ee7a big data analyst\" class=\"wp-image-4985\" srcset=\"https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/03\/tiem-nang-cua-big-data-analyst-tai-viet-nam.jpg 800w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/03\/tiem-nang-cua-big-data-analyst-tai-viet-nam-640x400.jpg 640w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/03\/tiem-nang-cua-big-data-analyst-tai-viet-nam-768x480.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\"><em>Big data analyst c\u00f3 ti\u1ec1m n\u0103ng l\u1edbn t\u1ea1i Vi\u1ec7t Nam<\/em><\/figcaption><\/figure><\/div>\n\n\n<p>C\u00f3 th\u1ec3 n\u00f3i, c\u01a1 h\u1ed9i ngh\u1ec1 nghi\u1ec7p c\u1ee7a Big Data Analyst r\u1ea5t l\u1edbn. Ng\u01b0\u1eddi c\u00f3 chuy\u00ean m\u00f4n trong l\u0129nh v\u1ef1c n\u00e0y c\u00f3 th\u1ec3 l\u00e0m vi\u1ec7c t\u1ea1i c\u00e1c t\u1ed5 ch\u1ee9c nh\u01b0:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>C\u00e1c c\u00f4ng ty c\u00f4ng ngh\u1ec7: Nh\u01b0 Google, Facebook, Amazon, Microsoft\u2026 c\u1ea7n \u0111\u1ebfn c\u00e1c chuy\u00ean gia ph\u00e2n t\u00edch d\u1eef li\u1ec7u \u0111\u1ec3 gi\u1ea3i quy\u1ebft c\u00e1c th\u00e1ch th\u1ee9c v\u00e0 t\u1ed1i \u01b0u h\u00f3a c\u00e1c s\u1ea3n ph\u1ea9m c\u1ee7a h\u1ecd.<\/li>\n\n\n\n<li>C\u00e1c c\u00f4ng ty t\u00e0i ch\u00ednh: C\u1ea7n c\u00e1c chuy\u00ean gia ph\u00e2n t\u00edch d\u1eef li\u1ec7u \u0111\u1ec3 x\u00e2y d\u1ef1ng c\u00e1c m\u00f4 h\u00ecnh d\u1ef1 \u0111o\u00e1n, ph\u00e2n t\u00edch r\u1ee7i ro v\u00e0 \u0111\u01b0a ra c\u00e1c quy\u1ebft \u0111\u1ecbnh kinh doanh hi\u1ec7u qu\u1ea3.<\/li>\n\n\n\n<li>C\u00e1c c\u00f4ng ty th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed: Nh\u01b0 Lazada, Shopee, Tiki,.. \u0111ang c\u00f3 nhu c\u1ea7u l\u1edbn v\u1ec1 c\u00e1c chuy\u00ean gia ph\u00e2n t\u00edch d\u1eef li\u1ec7u \u0111\u1ec3 t\u1ed1i \u01b0u ho\u00e1 k\u1ebft qu\u1ea3 kinh doanh v\u00e0 \u0111\u01b0a ra c\u00e1c quy\u1ebft \u0111\u1ecbnh kinh doanh ch\u00ednh x\u00e1c.<\/li>\n<\/ul>\n\n\n\n<p>Xem th\u00eam: <strong><a href=\"https:\/\/topviecit.vn\/blog\/top-viec-lam-data-hot-nhat-nganh-khoa-hoc-du-lieu\/\" target=\"_blank\" rel=\"noreferrer noopener\">Top Vi\u1ec7c L\u00e0m Data Hot Nh\u1ea5t Trong Ng\u00e0nh Khoa H\u1ecdc D\u1eef Li\u1ec7u<\/a><\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Mo_ta_cong_viec_chi_tiet_cua_Big_Data_Analyst\"><\/span><strong>M\u00f4 t\u1ea3 c\u00f4ng vi\u1ec7c chi ti\u1ebft c\u1ee7a Big Data Analyst<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Big Data Analyst s\u1ebd l\u00e0 ng\u01b0\u1eddi s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch d\u1eef li\u1ec7u \u0111\u1ec3 t\u00ecm ra th\u00f4ng tin h\u1eefu \u00edch. C\u00f4ng vi\u1ec7c chi ti\u1ebft s\u1ebd bao g\u1ed3m:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Thu th\u1eadp, ph\u00e2n t\u00e1ch v\u00e0 l\u01b0u tr\u1eef d\u1eef li\u1ec7u t\u1eeb nhi\u1ec1u ngu\u1ed3n kh\u00e1c nhau theo c\u00e1ch ph\u00f9 h\u1ee3p \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o t\u00ednh to\u00e0n v\u1eb9n c\u1ee7a d\u1eef li\u1ec7u.<\/li>\n\n\n\n<li>Ph\u00e2n t\u00edch d\u1eef li\u1ec7u: C\u00f4ng vi\u1ec7c n\u00e0y s\u1ebd c\u1ea7n s\u1eed d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI), m\u00e1y h\u1ecdc (machine learning), c\u00e1c ph\u01b0\u01a1ng ph\u00e1p th\u1ed1ng k\u00ea,&#8230;<\/li>\n\n\n\n<li>\u0110\u00e1nh gi\u00e1 k\u1ebft qu\u1ea3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u: H\u1ecd s\u1ebd ph\u1ea3i ph\u00e2n t\u00edch d\u1eef li\u1ec7u m\u1ed9t l\u1ea7n n\u1eefa \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o r\u1eb1ng c\u00e1c k\u1ebft qu\u1ea3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u ph\u00f9 h\u1ee3p v\u1edbi m\u1ee5c ti\u00eau, t\u1eeb \u0111\u00f3 gi\u00fap \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh kinh doanh ch\u00ednh x\u00e1c.<\/li>\n\n\n\n<li>Tr\u00ecnh b\u00e0y c\u00e1c k\u1ebft qu\u1ea3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u m\u1ed9t c\u00e1ch r\u00f5 r\u00e0ng v\u00e0 d\u1ec5 hi\u1ec3u cho c\u00e1c nh\u00e0 qu\u1ea3n l\u00fd. Big Data Analyst ph\u1ea3i c\u00f3 kh\u1ea3 n\u0103ng bi\u1ebfn c\u00e1c con s\u1ed1 v\u00e0 d\u1eef li\u1ec7u tr\u1eebu t\u01b0\u1ee3ng th\u00e0nh th\u00f4ng tin c\u00f3 \u00edch.<\/li>\n\n\n\n<li>T\u01b0 v\u1ea5n v\u00e0 h\u1ed7 tr\u1ee3 c\u00e1c nh\u00e0 qu\u1ea3n l\u00fd trong vi\u1ec7c \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh d\u1ef1a tr\u00ean k\u1ebft qu\u1ea3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u.&nbsp;<\/li>\n\n\n\n<li>\u0110\u1ea3m b\u1ea3o t\u00ednh b\u1ea3o m\u1eadt v\u00e0 \u0111\u1ed9 tin c\u1eady c\u1ee7a d\u1eef li\u1ec7u.<\/li>\n\n\n\n<li>Ph\u00e1t tri\u1ec3n v\u00e0 t\u1ed1i \u01b0u h\u00f3a c\u00e1c h\u1ec7 th\u1ed1ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o r\u1eb1ng c\u00e1c h\u1ec7 th\u1ed1ng n\u00e0y lu\u00f4n ho\u1ea1t \u0111\u1ed9ng hi\u1ec7u qu\u1ea3.<\/li>\n<\/ul>\n\n\n\n<p>Xem th\u00eam: <strong><a href=\"https:\/\/topviecit.vn\/blog\/ai-engineer\/\" target=\"_blank\" rel=\"noreferrer noopener\">C\u00f4ng vi\u1ec7c h\u00e0ng ng\u00e0y c\u1ee7a k\u1ef9 s\u01b0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o &#8211; AI Enginner l\u00e0 g\u00ec<\/a><\/strong>?<\/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\/2023\/03\/Cong-viec-cua-big-data-analyst.jpg\" alt=\"C\u00f4ng vi\u1ec7c c\u1ee7a big data analyst\" class=\"wp-image-4980\" width=\"800\" height=\"500\" srcset=\"https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/03\/Cong-viec-cua-big-data-analyst.jpg 800w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/03\/Cong-viec-cua-big-data-analyst-640x400.jpg 640w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/03\/Cong-viec-cua-big-data-analyst-768x480.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\"><em>C\u00f4ng vi\u1ec7c c\u1ee7a big data analyst li\u00ean quan \u0111\u1ebfn d\u1eef li\u1ec7u l\u1edbn<\/em><\/figcaption><\/figure><\/div>\n\n\n<p>Ngo\u00e0i ra,\u00a0Big Data Analyst c\u0169ng c\u1ea7n ph\u1ea3i theo d\u00f5i v\u00e0 c\u1eadp nh\u1eadt c\u00e1c c\u00f4ng c\u1ee5 v\u00e0 k\u1ef9 thu\u1eadt ph\u00e2n t\u00edch d\u1eef li\u1ec7u m\u1edbi \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o r\u1eb1ng qu\u00e1 tr\u00ecnh ph\u00e2n t\u00edch d\u1eef li\u1ec7u lu\u00f4n \u0111\u01b0\u1ee3c c\u1ea3i thi\u1ec7n v\u00e0 t\u1ed1i \u01b0u h\u00f3a.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Nhung_ky_nang_can_co_cua_Big_Data_Analyst\"><\/span><strong>Nh\u1eefng k\u1ef9 n\u0103ng c\u1ea7n c\u00f3 c\u1ee7a Big Data Analyst<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u0110\u1ec3 tr\u1edf th\u00e0nh m\u1ed9t Big Data Analyst, b\u1ea1n c\u1ea7n c\u00f3 c\u1ea3 nh\u1eefng k\u1ef9 n\u0103ng chuy\u00ean m\u00f4n v\u00e0 nh\u1eefng k\u1ef9 n\u0103ng m\u1ec1m li\u00ean quan \u0111\u1ebfn c\u00f4ng vi\u1ec7c. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 nh\u1eefng y\u1ebfu t\u1ed1 c\u1ed1t l\u00f5i gi\u00fap b\u1ea1n tr\u1edf th\u00e0nh chuy\u00ean gia trong l\u0129nh v\u1ef1c Big Data Analyst:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Ky_nang_chuyen_mon_ve_Big_Data_Analyst\"><\/span><strong>K\u1ef9 n\u0103ng chuy\u00ean m\u00f4n v\u1ec1 Big Data Analyst<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u0110\u1ea7u ti\u00ean, m\u1ed9t ng\u01b0\u1eddi l\u00e0m Big Data Analyst bi\u1ebft c\u00e1ch x\u1eed l\u00fd d\u1eef li\u1ec7u l\u1edbn v\u00e0 c\u00f3 kh\u1ea3 n\u0103ng s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 \u0111\u1ec3 x\u1eed l\u00fd d\u1eef li\u1ec7u nh\u01b0 MapReduce, Hadoop, Spark. Ti\u1ebfp theo, b\u1ea1n c\u0169ng c\u1ea7n c\u00f3 ki\u1ebfn th\u1ee9c v\u1ec1 qu\u1ea3n l\u00fd d\u1eef li\u1ec7u \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o t\u00ednh to\u00e0n v\u1eb9n v\u00e0 b\u1ea3o m\u1eadt d\u1eef li\u1ec7u.<\/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\/03\/Ky-nang-chuyen-mon-ve-big-data-analyst.jpg\" alt=\"k\u1ef9 n\u0103ng chuy\u00ean m\u00f4n v\u1ec1 big data analyst\" class=\"wp-image-4982\" srcset=\"https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/03\/Ky-nang-chuyen-mon-ve-big-data-analyst.jpg 800w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/03\/Ky-nang-chuyen-mon-ve-big-data-analyst-640x400.jpg 640w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/03\/Ky-nang-chuyen-mon-ve-big-data-analyst-768x480.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\"><em>X\u1eed l\u00fd d\u1eef li\u1ec7u l\u1edbn l\u00e0 k\u1ef9 n\u0103ng quan tr\u1ecdng nh\u1ea5t \u0111\u1ed1i v\u1edbi Big data analyst<\/em><\/figcaption><\/figure><\/div>\n\n\n<p>Big Data Analyst c\u0169ng c\u1ea7n c\u00f3 kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u m\u1ed9t c\u00e1ch logic v\u00e0 chi ti\u1ebft \u0111\u1ec3 c\u00f3 th\u1ec3 \u0111\u01b0a ra c\u00e1c gi\u1ea3i ph\u00e1p kinh doanh ch\u00ednh x\u00e1c. \u0110\u1ec3 ph\u00e2n t\u00edch \u0111\u01b0\u1ee3c d\u1eef li\u1ec7u, b\u1ea1n c\u1ea7n c\u00f3 k\u1ef9 n\u0103ng s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 v\u00e0 ph\u1ea7n m\u1ec1m ph\u00e2n t\u00edch d\u1eef li\u1ec7u, nh\u01b0: Hadoop, Spark, SQL, Python,\u2026<\/p>\n\n\n\n<p>Sau khi s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch, b\u1ea1n c\u1ea7n c\u00f3 k\u1ef9 n\u0103ng \u0111\u00e1nh gi\u00e1 c\u00e1c k\u1ebft qu\u1ea3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u: Nh\u1eefng k\u1ebft qu\u1ea3 n\u00e0y c\u00f3 \u00fd ngh\u0129a g\u00ec, c\u00f3 th\u1ec3 gi\u00fap nh\u00e0 qu\u1ea3n l\u00fd \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh g\u00ec \u0111\u1ec3 thay \u0111\u1ed5i m\u00f4 h\u00ecnh kinh doanh?<\/p>\n\n\n\n<p>B\u00ean c\u1ea1nh \u0111\u00f3, b\u1ea1n c\u0169ng c\u1ea7n c\u00f3 ki\u1ebfn th\u1ee9c v\u1ec1 l\u1eadp tr\u00ecnh \u0111\u1ec3 c\u00f3 th\u1ec3 x\u1eed l\u00fd d\u1eef li\u1ec7u v\u00e0 t\u1ea1o ra c\u00e1c b\u00e1o c\u00e1o ph\u00e2n t\u00edch d\u1eef li\u1ec7u. C\u00e1c <a href=\"https:\/\/topviecit.vn\/blog\/ngon-ngu-lap-trinh-big-data\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh big data<\/strong><\/a> ph\u1ed5 bi\u1ebfn bao g\u1ed3m Python, Java, R v\u00e0 SQL.<\/p>\n\n\n\n<p>Xem th\u00eam: <strong><a href=\"https:\/\/topviecit.vn\/blog\/hoc-it-co-kho-khong\/\" target=\"_blank\" rel=\"noreferrer noopener\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-cyan-blue-color\">H\u1ecdc IT C\u00f3 Kh\u00f3 Kh\u00f4ng<\/mark><\/a>? C\u01a1 H\u1ed9i Vi\u1ec7c L\u00e0m C\u1ee7a Ng\u00e0nh IT Sau Khi Ra Tr\u01b0\u1eddng?<\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Ky_nang_mem\"><\/span><strong>K\u1ef9 n\u0103ng m\u1ec1m<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Nh\u1eefng k\u1ef9 n\u0103ng chuy\u00ean m\u00f4n ch\u1ec9 quy\u1ebft \u0111\u1ecbnh 70% th\u00e0nh c\u00f4ng trong c\u00f4ng vi\u1ec7c, ng\u01b0\u1eddi l\u00e0m Big Data Analyst c\u0169ng c\u1ea7n trau d\u1ed3i th\u00eam nh\u1eefng k\u1ef9 n\u0103ng m\u1ec1m, \u0111\u1eb7c bi\u1ec7t l\u00e0 k\u1ef9 n\u0103ng giao ti\u1ebfp v\u00e0 tr\u00ecnh b\u00e0y k\u1ebft qu\u1ea3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u m\u1ed9t c\u00e1ch d\u1ec5 hi\u1ec3u.<\/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\/03\/Ky-nang-thuyet-trinh.jpg\" alt=\"k\u1ef9 n\u0103ng thuy\u1ebft tr\u00ecnh\" class=\"wp-image-4983\" srcset=\"https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/03\/Ky-nang-thuyet-trinh.jpg 800w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/03\/Ky-nang-thuyet-trinh-640x400.jpg 640w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/03\/Ky-nang-thuyet-trinh-768x480.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\"><em>Thuy\u1ebft tr\u00ecnh &#8211; m\u1ed9t k\u1ef9 n\u0103ng m\u1ec1m r\u1ea5t c\u1ea7n thi\u1ebft c\u1ee7a big data analyst<\/em><\/figcaption><\/figure><\/div>\n\n\n<p>M\u1ed9t k\u1ef9 n\u0103ng kh\u00f4ng th\u1ec3 thi\u1ebfu ch\u00ednh l\u00e0 qu\u1ea3n l\u00fd th\u1eddi gian \u0111\u1ec3 c\u00f3 th\u1ec3 ho\u00e0n th\u00e0nh nhi\u1ec7m v\u1ee5 ph\u00e2n t\u00edch d\u1eef li\u1ec7u m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3, \u0111\u00fang ti\u1ebfn \u0111\u1ed9. Qu\u1ea3n l\u00fd c\u0169ng s\u1ebd \u0111\u00e1nh gi\u00e1 cao b\u1ea1n n\u1ebfu c\u00f3 t\u01b0 duy logic, k\u1ef9 n\u0103ng gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 ph\u1ee9c t\u1ea1p v\u00e0 kh\u1ea3 n\u0103ng thuy\u1ebft ph\u1ee5c.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Lam_the_nao_de_tro_thanh_chuyen_gia_Big_Data_Analyst\"><\/span><strong>L\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 tr\u1edf th\u00e0nh chuy\u00ean gia Big Data Analyst?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Ch\u1ec9 c\u1ea7n c\u00f3 \u0111am m\u00ea trong l\u0129nh v\u1ef1c c\u00f4ng ngh\u1ec7 th\u00f4ng tin v\u00e0 c\u00f3 m\u1ed9t tinh th\u1ea7n h\u1ecdc h\u1ecfi kh\u00f4ng ng\u1eebng, b\u1ea1n s\u1ebd tr\u1edf th\u00e0nh m\u1ed9t chuy\u00ean gia Big Data Analyst trong t\u01b0\u01a1ng lai kh\u00f4ng xa. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 g\u1ee3i \u00fd gi\u00fap b\u1ea1n ti\u1ebfn nhanh h\u01a1n tr\u00ean l\u1ed9 tr\u00ecnh ngh\u1ec1 nghi\u1ec7p:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Hoc_tap_trau_doi_ky_nang_chuyen_mon\"><\/span><strong>H\u1ecdc t\u1eadp, trau d\u1ed3i k\u1ef9 n\u0103ng chuy\u00ean m\u00f4n<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>H\u00e3y t\u00ecm hi\u1ec3u v\u00e0 \u0111\u0103ng k\u00fd c\u00e1c kh\u00f3a h\u1ecdc chuy\u00ean m\u00f4n v\u1ec1 Big Data, ph\u00e2n t\u00edch d\u1eef li\u1ec7u, c\u00e1c ng\u00f4n ng\u1eef ph\u1ed5 bi\u1ebfn nh\u01b0 <strong><a href=\"https:\/\/topviecit.vn\/blog\/ngon-ngu-lap-trinh-phython-la-gi\/\" target=\"_blank\" rel=\"noreferrer noopener\">ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh Python<\/a><\/strong>, R, SQL,&#8230; C\u00e1c kh\u00f3a h\u1ecdc n\u00e0y cung c\u1ea5p ki\u1ebfn th\u1ee9c v\u1ec1 c\u00e1c c\u00f4ng ngh\u1ec7, k\u1ef9 thu\u1eadt v\u00e0 ph\u01b0\u01a1ng ph\u00e1p ph\u00e2n t\u00edch d\u1eef li\u1ec7u gi\u00fap b\u1ea1n c\u00f3 n\u1ec1n t\u1ea3ng c\u01a1 b\u1ea3n v\u1ec1 Big Data Analyst.<\/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\/03\/hoc-kien-thuc-big-data-analyst.jpg\" alt=\"h\u1ecdc ki\u1ebfn th\u1ee9c big data analyst\" class=\"wp-image-4981\" srcset=\"https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/03\/hoc-kien-thuc-big-data-analyst.jpg 800w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/03\/hoc-kien-thuc-big-data-analyst-640x400.jpg 640w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/03\/hoc-kien-thuc-big-data-analyst-768x480.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\"><em>\u0110\u1ec3 tr\u1edf th\u00e0nh chuy\u00ean gia, c\u1ea7n b\u1eaft \u0111\u1ea7u t\u1eeb ki\u1ebfn th\u1ee9c c\u01a1 b\u1ea3n<\/em><\/figcaption><\/figure><\/div>\n\n\n<p>Ngo\u00e0i ra, b\u1ea1n c\u0169ng n\u00ean tham gia c\u00e1c kh\u00f3a \u0111\u00e0o t\u1ea1o v\u00e0 ch\u1ee9ng ch\u1ec9 li\u00ean quan \u0111\u1ebfn Big Data Analytics \u0111\u1ec3 trang b\u1ecb cho m\u00ecnh c\u00e1c k\u1ef9 n\u0103ng chuy\u00ean m\u00f4n n\u00e2ng cao. M\u1ed9t s\u1ed1 ch\u1ee9ng ch\u1ec9 quan tr\u1ecdng v\u00e0 ph\u1ed5 bi\u1ebfn trong l\u0129nh v\u1ef1c n\u00e0y bao g\u1ed3m:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Certified Analytics Professional (CAP)<\/li>\n\n\n\n<li>Cloudera Certified Data Analyst (CCDA)<\/li>\n\n\n\n<li>Microsoft Certified Solutions Expert (MCSE): Data Management and Analytics<\/li>\n\n\n\n<li>IBM Certified Data Engineer &#8211; Big Data<\/li>\n\n\n\n<li>Google Cloud Certified &#8211; <a href=\"https:\/\/topviecit.vn\/blog\/lo-trinh-thang-tien-data-engineer\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Data Engineer<\/strong><\/a><\/li>\n<\/ul>\n\n\n\n<p>Xem th\u00eam: <strong><a href=\"https:\/\/topviecit.vn\/blog\/chung-chi-python\/\" target=\"_blank\" rel=\"noreferrer noopener\">Ch\u1ee9ng Ch\u1ec9 Python L\u00e0 G\u00ec? N\u00ean C\u00f3 Nh\u1eefng Ch\u1ee9ng Ch\u1ec9 Python N\u00e0o?<\/a><\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Tham_gia_cac_cong_dong_Data_Analyst\"><\/span><strong>Tham gia c\u00e1c c\u1ed9ng \u0111\u1ed3ng Data Analyst<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>M\u1ed9t trong nh\u1eefng y\u1ebfu t\u1ed1 quan tr\u1ecdng \u0111\u1ec3 tr\u1edf th\u00e0nh chuy\u00ean gia Big Data Analyst l\u00e0 x\u00e2y d\u1ef1ng m\u1ed1i quan h\u1ec7 v\u1edbi c\u00e1c chuy\u00ean gia trong ng\u00e0nh. \u0110\u00e2y l\u00e0 c\u01a1 h\u1ed9i gi\u00fap b\u1ea1n h\u1ecdc h\u1ecfi kinh nghi\u1ec7m, chia s\u1ebb ki\u1ebfn th\u1ee9c v\u00e0 \u0111\u1ed3ng th\u1eddi t\u00ecm ki\u1ebfm c\u01a1 h\u1ed9i vi\u1ec7c l\u00e0m trong l\u0129nh v\u1ef1c n\u00e0y.&nbsp;<\/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\/03\/cong-dong-Data-Analyst.jpg\" alt=\"c\u1ed9ng \u0111\u1ed3ng Data Analyst\" class=\"wp-image-4979\" srcset=\"https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/03\/cong-dong-Data-Analyst.jpg 800w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/03\/cong-dong-Data-Analyst-640x400.jpg 640w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/03\/cong-dong-Data-Analyst-768x480.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\"><em>Tham gia h\u1ecdc h\u1ecfi kinh nghi\u1ec7m t\u1eeb c\u1ed9ng \u0111\u1ed3ng Data Analyst<\/em><\/figcaption><\/figure><\/div>\n\n\n<p>Hi\u1ec7n nay c\u00f3 nhi\u1ec1u c\u1ed9ng \u0111\u1ed3ng Data Analyst tr\u00ean th\u1ebf gi\u1edbi v\u00e0 \u1edf Vi\u1ec7t Nam, b\u1ea1n c\u00f3 th\u1ec3 t\u00ecm hi\u1ec3u \u0111\u1ec3 tham gia:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Data Science &amp; Analytics Vietnam: \u0110\u00e2y l\u00e0 c\u1ed9ng \u0111\u1ed3ng v\u1ec1 Data Science v\u00e0 Analytics l\u1edbn nh\u1ea5t t\u1ea1i Vi\u1ec7t Nam, v\u1edbi h\u01a1n 28.000 th\u00e0nh vi\u00ean tr\u00ean Facebook v\u00e0 c\u00e1c group Telegram, Slack. C\u1ed9ng \u0111\u1ed3ng cung c\u1ea5p c\u00e1c b\u00e0i vi\u1ebft chia s\u1ebb ki\u1ebfn th\u1ee9c, c\u00e1c s\u1ef1 ki\u1ec7n offline v\u00e0 online, \u0111\u00e0o t\u1ea1o v\u00e0 t\u01b0 v\u1ea5n.<\/li>\n\n\n\n<li>Big Data Vietnam: C\u1ed9ng \u0111\u1ed3ng v\u1ec1 Big Data v\u00e0 Data Science t\u1ea1i Vi\u1ec7t Nam, \u0111\u01b0\u1ee3c th\u00e0nh l\u1eadp t\u1eeb n\u0103m 2014. C\u1ed9ng \u0111\u1ed3ng n\u00e0y cung c\u1ea5p c\u00e1c b\u00e0i vi\u1ebft, chia s\u1ebb, h\u01b0\u1edbng d\u1eabn v\u00e0 h\u1ed7 tr\u1ee3 v\u1ec1 c\u00e1c c\u00f4ng ngh\u1ec7, k\u1ef9 thu\u1eadt v\u00e0 c\u00e1c gi\u1ea3i ph\u00e1p Big Data.<\/li>\n\n\n\n<li>Vietnam Data Science Society: T\u1ed5 ch\u1ee9c phi l\u1ee3i nhu\u1eadn, th\u00e0nh l\u1eadp v\u00e0o n\u0103m 2016, v\u1edbi m\u1ee5c \u0111\u00edch gi\u00fap \u0111\u1ee1 c\u00e1c chuy\u00ean gia v\u00e0 nh\u00e0 nghi\u00ean c\u1ee9u trong l\u0129nh v\u1ef1c Data Science v\u00e0 c\u00e1c l\u0129nh v\u1ef1c li\u00ean quan t\u1ea1i Vi\u1ec7t Nam.&nbsp;<\/li>\n\n\n\n<li>Kaggle: C\u1ed9ng \u0111\u1ed3ng to\u00e0n c\u1ea7u v\u1ec1 Machine Learning v\u00e0 Data Science. C\u1ed9ng \u0111\u1ed3ng n\u00e0y cung c\u1ea5p c\u00e1c cu\u1ed9c thi, d\u1eef li\u1ec7u, kernel (l\u00e0 code m\u1eabu \u0111\u1ec3 l\u00e0m c\u00e1c c\u00f4ng vi\u1ec7c) v\u00e0 c\u00e1c c\u00f4ng c\u1ee5 \u0111\u1ec3 c\u1ea3i thi\u1ec7n k\u1ef9 n\u0103ng v\u00e0 k\u1ebft n\u1ed1i v\u1edbi c\u00e1c chuy\u00ean gia kh\u00e1c.<\/li>\n\n\n\n<li>DataCamp: N\u1ec1n t\u1ea3ng tr\u1ef1c tuy\u1ebfn cung c\u1ea5p c\u00e1c kh\u00f3a h\u1ecdc v\u1ec1 Data Science v\u00e0 Machine Learning. Tr\u00ean n\u1ec1n t\u1ea3ng n\u00e0y, b\u1ea1n c\u00f3 th\u1ec3 h\u1ecdc t\u1eadp v\u00e0 l\u00e0m quen v\u1edbi c\u00e1c k\u1ef9 n\u0103ng v\u00e0 c\u00f4ng c\u1ee5 c\u1ea7n thi\u1ebft cho m\u1ed9t chuy\u00ean gia Big Data Analyst.<\/li>\n<\/ul>\n\n\n\n<p>Ngo\u00e0i ra, b\u1ea1n c\u0169ng c\u00f3 th\u1ec3 tham gia c\u00e1c c\u1ed9ng \u0111\u1ed3ng tr\u00ean c\u00e1c m\u1ea1ng x\u00e3 h\u1ed9i nh\u01b0 LinkedIn, Twitter v\u00e0 Facebook \u0111\u1ec3 t\u00ecm ki\u1ebfm c\u00e1c nh\u00f3m v\u00e0 c\u1ed9ng \u0111\u1ed3ng li\u00ean quan \u0111\u1ebfn Data Analyst.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Tu_phat_trien_cac_du_an_ca_nhan\"><\/span><strong>T\u1ef1 ph\u00e1t tri\u1ec3n c\u00e1c d\u1ef1 \u00e1n c\u00e1 nh\u00e2n<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u0110\u00e2y l\u00e0 c\u00e1ch \u0111\u1ec3 b\u1ea1n \u00e1p d\u1ee5ng nh\u1eefng k\u1ef9 n\u0103ng chuy\u00ean m\u00f4n c\u1ee7a m\u00ecnh v\u00e0o c\u00e1c t\u00ecnh hu\u1ed1ng th\u1ef1c t\u1ebf, t\u1eeb \u0111\u00f3 n\u00e2ng cao n\u0103ng l\u1ef1c t\u1eebng ng\u00e0y.<\/p>\n\n\n\n<p>C\u00f3 th\u1ec3 b\u1eaft \u0111\u1ea7u b\u1eb1ng vi\u1ec7c ch\u1ecdn m\u1ed9t ch\u1ee7 \u0111\u1ec1 m\u00e0 b\u1ea1n quan t\u00e2m v\u00e0 mu\u1ed1n t\u00ecm hi\u1ec3u s\u00e2u h\u01a1n, sau \u0111\u00f3 x\u00e2y d\u1ef1ng m\u1ed9t k\u1ebf ho\u1ea1ch ph\u00e2n t\u00edch d\u1eef li\u1ec7u \u0111\u1ec3 gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 li\u00ean quan \u0111\u1ebfn ch\u1ee7 \u0111\u1ec1 \u0111\u00f3. \u0110i\u1ec1u quan tr\u1ecdng l\u00e0 ph\u1ea3i \u0111\u1ea3m b\u1ea3o d\u1ef1 \u00e1n c\u1ee7a b\u1ea1n ph\u1ea3i c\u00f3 t\u00ednh th\u1ef1c ti\u1ec5n v\u00e0 kh\u1ea3 thi.<\/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\/03\/phat-trien-du-an-ca-nhan.jpg\" alt=\"ph\u00e1t tri\u1ec3n d\u1ef1 \u00e1n c\u00e1 nh\u00e2n\" class=\"wp-image-4984\" srcset=\"https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/03\/phat-trien-du-an-ca-nhan.jpg 800w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/03\/phat-trien-du-an-ca-nhan-640x400.jpg 640w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2023\/03\/phat-trien-du-an-ca-nhan-768x480.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\"><em>T\u1ef1 ph\u00e1t tri\u1ec3n d\u1ef1 \u00e1n c\u00e1 nh\u00e2n gi\u00fap b\u1ea1n n\u00e2ng cao n\u0103ng l\u1ef1c nhanh ch\u00f3ng<\/em><\/figcaption><\/figure><\/div>\n\n\n<p>Khi ho\u00e0n th\u00e0nh c\u00e1c d\u1ef1 \u00e1n c\u00e1 nh\u00e2n, b\u1ea1n n\u00ean chia s\u1ebb k\u1ebft qu\u1ea3 tr\u00ean c\u00e1c n\u1ec1n t\u1ea3ng tr\u1ef1c tuy\u1ebfn nh\u01b0 Github, Kaggle, hay c\u00e1c c\u1ed9ng \u0111\u1ed3ng Data Analyst kh\u00e1c. B\u1eb1ng c\u00e1ch chia s\u1ebb k\u1ebft qu\u1ea3 v\u00e0 th\u1ea3o lu\u1eadn v\u1edbi nh\u1eefng ng\u01b0\u1eddi c\u00f3 c\u00f9ng s\u1edf th\u00edch v\u00e0 chuy\u00ean m\u00f4n, b\u1ea1n s\u1ebd c\u00f3 c\u01a1 h\u1ed9i h\u1ecdc h\u1ecfi th\u00eam t\u1eeb c\u00e1c chuy\u00ean gia, t\u00ecm ki\u1ebfm c\u00e1c \u00fd ki\u1ebfn ph\u1ea3n h\u1ed3i v\u00e0 c\u1ea3i thi\u1ec7n k\u1ef9 n\u0103ng c\u1ee7a m\u00ecnh.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Theo_doi_cac_xu_huong_va_cong_nghe_moi\"><\/span><strong>Theo d\u00f5i c\u00e1c xu h\u01b0\u1edbng v\u00e0 c\u00f4ng ngh\u1ec7 m\u1edbi<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>L\u0129nh v\u1ef1c Big Data Analyst n\u00f3i ri\u00eang v\u00e0 c\u00f4ng ngh\u1ec7 th\u00f4ng tin n\u00f3i chung lu\u00f4n ph\u00e1t tri\u1ec3n v\u1edbi t\u1ed1c \u0111\u1ed9 nhanh ch\u00f3ng. V\u00ec v\u1eady, \u0111\u1ec3 tr\u1edf th\u00e0nh chuy\u00ean gia, b\u1ea1n c\u1ea7n theo d\u00f5i v\u00e0 th\u01b0\u1eddng xuy\u00ean c\u1eadp nh\u1eadt c\u00e1c xu h\u01b0\u1edbng, c\u00f4ng ngh\u1ec7 m\u1edbi nh\u1ea5t. \u0110i\u1ec1u n\u00e0y s\u1ebd gi\u00fap b\u1ea1n \u0111\u01b0a ra nh\u1eefng gi\u1ea3i ph\u00e1p m\u1edbi v\u00e0 hi\u1ec7u qu\u1ea3 h\u01a1n cho c\u00e1c d\u1ef1 \u00e1n v\u1ec1 sau.<\/p>\n\n\n\n<p>T\u00f3m l\u1ea1i, \u0111\u1ec3 tr\u1edf th\u00e0nh chuy\u00ean gia trong l\u0129nh v\u1ef1c <strong>Big Data Analyst<\/strong> kh\u00f4ng ph\u1ea3i qu\u00e1 kh\u00f3 n\u1ebfu b\u1ea1n c\u00f3 \u0111am m\u00ea v\u00e0 v\u1ea1ch ra m\u1ed9t l\u1ed9 tr\u00ecnh h\u1ecdc t\u1eadp \u0111\u1ec3 n\u00e2ng cao n\u0103ng l\u1ef1c t\u1eebng ng\u00e0y. Th\u00f4ng qua nh\u1eefng d\u1ef1 \u00e1n th\u1ef1c t\u1ebf, b\u1ea1n s\u1ebd t\u00edch l\u0169y v\u00e0 trau d\u1ed3i \u0111\u01b0\u1ee3c nhi\u1ec1u kinh nghi\u1ec7m ph\u00e2n t\u00edch, qu\u1ea3n l\u00fd big data.\u00a0N\u1ebfu \u0111\u00e3 c\u00f3 k\u1ef9 n\u0103ng t\u1ed1t v\u1ec1 Big Data Analyst, b\u1ea1n h\u00e3y t\u00ecm ki\u1ebfm ngay nh\u1eefng c\u01a1 h\u1ed9i <strong><a href=\"https:\/\/www.topcv.vn\/viec-lam-it\" target=\"_blank\" rel=\"noreferrer noopener\">vi\u1ec7c l\u00e0m IT<\/a><\/strong> l\u01b0\u01a1ng cao t\u1ea1i <a href=\"https:\/\/www.topcv.vn\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong><em>TopCV.vn<\/em><\/strong><\/a><strong><em> &#8211; website tuy\u1ec3n d\u1ee5ng v\u00e0 vi\u1ec7c l\u00e0m ti\u00ean phong trong vi\u1ec7c \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 AI t\u1ea1i Vi\u1ec7t Nam. <\/em><\/strong>Ch\u00fac b\u1ea1n th\u00e0nh c\u00f4ng!<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Big data analyst l\u00e0 g\u00ec? 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