{"id":71661,"date":"2024-05-30T17:17:39","date_gmt":"2024-05-30T10:17:39","guid":{"rendered":"https:\/\/jobsgo.vn\/blog\/?p=71661"},"modified":"2024-05-30T17:17:39","modified_gmt":"2024-05-30T10:17:39","slug":"data-engineer-la-gi","status":"publish","type":"post","link":"https:\/\/jobsgo.vn\/blog\/data-engineer-la-gi\/","title":{"rendered":"Data Engineer L\u00e0 G\u00ec? L\u00e0m Th\u1ebf N\u00e0o \u0110\u1ec3 Tr\u1edf Th\u00e0nh Data Engineer Chuy\u00ean Nghi\u1ec7p"},"content":{"rendered":"\n<div class=\"kk-star-ratings\n     kksr-valign-top     kksr-align-left    \"\n    data-payload=\"{&quot;align&quot;:&quot;left&quot;,&quot;id&quot;:&quot;71661&quot;,&quot;slug&quot;:&quot;default&quot;,&quot;valign&quot;:&quot;top&quot;,&quot;reference&quot;:&quot;auto&quot;,&quot;count&quot;:&quot;0&quot;,&quot;readonly&quot;:&quot;&quot;,&quot;score&quot;:&quot;4.5&quot;,&quot;best&quot;:&quot;5&quot;,&quot;gap&quot;:&quot;5&quot;,&quot;greet&quot;:&quot;\\u0110\\u00e1nh gi\\u00e1 post&quot;,&quot;legend&quot;:&quot;4.5\\\/5 - (0 votes)&quot;,&quot;size&quot;:&quot;22&quot;,&quot;width&quot;:&quot;119&quot;,&quot;_legend&quot;:&quot;{score}\\\/{best} - ({count} {votes})&quot;}\">\n    \n<div class=\"kksr-stars\">\n    \n<div class=\"kksr-stars-inactive\">\n<div class=\"kksr-star\" data-star=\"1\" style=\"padding-right: 5px\">\n            \n1xbet login<div class=\"kksr-icon\" style=\"width: 22px; height: 22px;\"><\/div>\n<\/div>\n<div class=\"kksr-star\" data-star=\"2\" style=\"padding-right: 5px\">\n            \n1xbet login<div class=\"kksr-icon\" style=\"width: 22px; height: 22px;\"><\/div>\n<\/div>\n<div class=\"kksr-star\" data-star=\"3\" style=\"padding-right: 5px\">\n            \n1xbet login<div class=\"kksr-icon\" style=\"width: 22px; height: 22px;\"><\/div>\n<\/div>\n<div class=\"kksr-star\" data-star=\"4\" style=\"padding-right: 5px\">\n            \n1xbet login<div class=\"kksr-icon\" style=\"width: 22px; height: 22px;\"><\/div>\n<\/div>\n<div class=\"kksr-star\" data-star=\"5\" style=\"padding-right: 5px\">\n            \n1xbet login<div class=\"kksr-icon\" style=\"width: 22px; height: 22px;\"><\/div>\n<\/div>\n<\/div>\n    \n<div class=\"kksr-stars-active\" style=\"width: 119px;\">\n<div class=\"kksr-star\" style=\"padding-right: 5px\">\n            \n1xbet login<div class=\"kksr-icon\" style=\"width: 22px; height: 22px;\"><\/div>\n<\/div>\n<div class=\"kksr-star\" style=\"padding-right: 5px\">\n            \n1xbet login<div class=\"kksr-icon\" style=\"width: 22px; height: 22px;\"><\/div>\n<\/div>\n<div class=\"kksr-star\" style=\"padding-right: 5px\">\n            \n1xbet login<div class=\"kksr-icon\" style=\"width: 22px; height: 22px;\"><\/div>\n<\/div>\n<div class=\"kksr-star\" style=\"padding-right: 5px\">\n            \n1xbet login<div class=\"kksr-icon\" style=\"width: 22px; height: 22px;\"><\/div>\n<\/div>\n<div class=\"kksr-star\" style=\"padding-right: 5px\">\n            \n1xbet login<div class=\"kksr-icon\" style=\"width: 22px; height: 22px;\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n    \n<div class=\"kksr-legend\">\n<span class=\"kksr-muted\">\u0110\u00e1nh gi\u00e1 post<\/span>\n<\/div>\n<\/div>\n<p><span style=\"font-weight: 400;\">V\u1edbi xu th\u1ebf c\u00f4ng ngh\u1ec7 h\u00f3a hi\u1ec7n nay,<a href=\"https:\/\/jobsgo.vn\/blog\/data-engineer-la-gi\/\" target=\"_blank\" rel=\"noopener\"><strong>1xbet login<\/strong><\/a>\u0111ang l\u00e0 v\u1ecb tr\u00ed vi\u1ec7c l\u00e0m \u0111\u1ea7y tri\u1ec3n v\u1ecdng v\u1edbi m\u1ee9c thu nh\u1eadp cao, c\u01a1 h\u1ed9i vi\u1ec7c l\u00e0m \u0111a d\u1ea1ng. H\u00f4m nay h\u00e3y c\u00f9ng JobsGO \u0111i t\u00ecm hi\u1ec3u 1xbet login l\u00e0 g\u00ec v\u00e0 nh\u1eefng th\u00f4ng tin li\u00ean quan v\u1ec1 c\u00f4ng vi\u1ec7c n\u00e0y nh\u00e9.<\/span><\/p>\n<figure id=\"attachment_71662\" aria-describedby=\"caption-attachment-71662\" style=\"width: 678px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" class=\"wp-image-71662 size-full\" src=\"https:\/\/media-blog.jobsgo.vn\/blog\/wp-content\/uploads\/2024\/05\/data-1.png\" alt=\"Data Engineer L\u00e0 G\u00ec?\" width=\"678\" height=\"430\" srcset=\"https:\/\/media-blog.jobsgo.vn\/blog\/wp-content\/uploads\/2024\/05\/data-1.png 678w, https:\/\/media-blog.jobsgo.vn\/blog\/wp-content\/uploads\/2024\/05\/data-1-300x190.png 300w, https:\/\/media-blog.jobsgo.vn\/blog\/wp-content\/uploads\/2024\/05\/data-1-150x95.png 150w\" sizes=\"(max-width: 678px) 100vw, 678px\" \ alt="1xbet login" /><figcaption id=\"caption-attachment-71662\" class=\"wp-caption-text\"><em>1xbet login L\u00e0 G\u00ec?<\/em><\/figcaption><\/figure>\n<div id=\"toc_container\" class=\"toc_light_blue no_bullets\"><p class=\"toc_title\">M\u1ee5c l\u1ee5c<\/p><ul class=\"toc_list\"><li><a href=\"#1_Data_Engineer_La_Gi\">1. 1xbet login L\u00e0 G\u00ec?<\/a><\/li><li><a href=\"#2_Mo_Ta_Cong_Viec_Cua_Data_Engineer\">2. M\u00f4 T\u1ea3 C\u00f4ng Vi\u1ec7c C\u1ee7a 1xbet login\u00a0<\/a><ul><li><a href=\"#21_Thiet_Ke_Kien_Truc_Va_Giai_Phap_Du_Lieu_Cho_Data_WarehouseData_Lake\">2.1 Thi\u1ebft K\u1ebf Ki\u1ebfn Tr\u00fac V\u00e0 Gi\u1ea3i Ph\u00e1p D\u1eef Li\u1ec7u Cho 1xbet login Warehouse\/1xbet login Lake<\/a><\/li><li><a href=\"#22_Xay_Dung_Van_Hanh_Va_Duy_Tri_Data_Platform\">2.2 X\u00e2y D\u1ef1ng, V\u1eadn H\u00e0nh V\u00e0 Duy Tr\u00ec 1xbet login Platform<\/a><\/li><li><a href=\"#23_Phan_Tich_Yeu_Cau_De_Xuat_Phuong_An_Bien_Doi_Lam_Sach_Du_Lieu\">2.3 Ph\u00e2n T\u00edch Y\u00eau C\u1ea7u, \u0110\u1ec1 Xu\u1ea5t Ph\u01b0\u01a1ng \u00c1n Bi\u1ebfn \u0110\u1ed5i, L\u00e0m S\u1ea1ch D\u1eef Li\u1ec7u<\/a><\/li><li><a href=\"#24_To_Chuc_Quan_Ly_Bao_Mat_Va_Phan_Quyen_Du_Lieu\">2.4 T\u1ed5 Ch\u1ee9c, Qu\u1ea3n L\u00fd, B\u1ea3o M\u1eadt V\u00e0 Ph\u00e2n Quy\u1ec1n D\u1eef Li\u1ec7u<\/a><\/li><\/ul><\/li><li><a href=\"#3_Nhung_Yeu_Cau_Can_Co_Doi_Voi_Data_Engineer\">3. Nh\u1eefng Y\u00eau C\u1ea7u C\u1ea7n C\u00f3 \u0110\u1ed1i V\u1edbi 1xbet login<\/a><ul><li><a href=\"#31_Kien_Thuc_Chuyen_Sau_Ve_Sql_Va_Co_So_Du_Lieu\">3.1. Ki\u1ebfn Th\u1ee9c Chuy\u00ean S\u00e2u V\u1ec1 Sql V\u00e0 C\u01a1 S\u1edf D\u1eef Li\u1ec7u<\/a><\/li><li><a href=\"#32_Ky_Nang_Lap_Trinh\">3.2. K\u1ef9 N\u0103ng L\u1eadp Tr\u00ecnh<\/a><\/li><li><a href=\"#33_Kien_Thuc_Ve_Cong_Nghe_Big_Data\">3.3. Ki\u1ebfn Th\u1ee9c V\u1ec1 C\u00f4ng Ngh\u1ec7 Big 1xbet login<\/a><\/li><li><a href=\"#34_Kien_Thuc_Ve_Data_Warehouse_Va_Data_Lake\">3.4. Ki\u1ebfn Th\u1ee9c V\u1ec1 1xbet login Warehouse V\u00e0 1xbet login Lake<\/a><\/li><li><a href=\"#35_Ky_Nang_Van_Hanh_He_Thong\">3.5. K\u1ef9 N\u0103ng V\u1eadn H\u00e0nh H\u1ec7 Th\u1ed1ng<\/a><\/li><li><a href=\"#36_Hieu_Biet_Ve_Dam_May_Bao_Mat_Du_Lieu\">3.6. Hi\u1ec3u Bi\u1ebft V\u1ec1 \u0110\u00e1m M\u00e2y, B\u1ea3o M\u1eadt D\u1eef Li\u1ec7u \u00a0\u00a0<\/a><\/li><li><a href=\"#37_Ky_Nang_Giai_Quyet_Van_De_Va_Tu_Duy_Phan_Tich\">3.7. K\u1ef9 N\u0103ng Gi\u1ea3i Quy\u1ebft V\u1ea5n \u0110\u1ec1 V\u00e0 T\u01b0 Duy Ph\u00e2n T\u00edch<\/a><\/li><\/ul><\/li><li><a href=\"#4_Muc_Luong_Cua_Data_Engineer_La_Bao_Nhieu\">4. M\u1ee9c L\u01b0\u01a1ng C\u1ee7a 1xbet login L\u00e0 Bao Nhi\u00eau?<\/a><\/li><li><a href=\"#5_Co_Hoi_Nghe_Nghiep_Cua_Data_Engineer\">5. C\u01a1 H\u1ed9i Ngh\u1ec1 Nghi\u1ec7p C\u1ee7a 1xbet login<\/a><\/li><li><a href=\"#6_Lo_Trinh_Thang_Tien_Cua_Data_Engineer\">6. L\u1ed9 Tr\u00ecnh Th\u0103ng Ti\u1ebfn C\u1ee7a 1xbet login<\/a><\/li><\/ul><\/div>\n<h2><span id=\"1_Data_Engineer_La_Gi\"><b>1. 1xbet login L\u00e0 G\u00ec?<\/b><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">1xbet login hay c\u00f2n g\u1ecdi l\u00e0<a rel=\"nofollow\" href=\"https:\/\/vi.wikipedia.org\/wiki\/K%E1%BB%B9_s%C6%B0\">K\u1ef9 s\u01b0<\/a>D\u1eef li\u1ec7u, l\u00e0 nh\u1eefng chuy\u00ean gia c\u00f4ng ngh\u1ec7 thu\u1ed9c l\u0129nh v\u1ef1c C\u00f4ng ngh\u1ec7 Th\u00f4ng tin trong c\u00e1c t\u1ed5 ch\u1ee9c, doanh nghi\u1ec7p. H\u1ecd \u0111\u1ea3m nhi\u1ec7m vai tr\u00f2 quan tr\u1ecdng trong vi\u1ec7c ki\u1ebfn t\u1ea1o v\u00e0 duy tr\u00ec h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd d\u1eef li\u1ec7u c\u1ee7a c\u00e1c \u0111\u01a1n v\u1ecb.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Tr\u1ecdng t\u00e2m c\u00f4ng vi\u1ec7c c\u1ee7a 1xbet login l\u00e0 x\u00e2y d\u1ef1ng t\u1eeb \u0111\u1ea7u c\u00e1c ki\u1ebfn tr\u00fac ph\u1ee9c t\u1ea1p nh\u1eb1m thu th\u1eadp, l\u01b0u tr\u1eef v\u00e0 khai th\u00e1c hi\u1ec7u qu\u1ea3 ngu\u1ed3n d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3 m\u00e0 t\u1ed5 ch\u1ee9c s\u1edf h\u1eefu. Khi c\u1ea7n truy xu\u1ea5t th\u00f4ng tin, ng\u01b0\u1eddi ta c\u00f3 th\u1ec3 d\u1ef1a v\u00e0o h\u1ec7 th\u1ed1ng do 1xbet login thi\u1ebft k\u1ebf v\u00e0 ph\u00e1t tri\u1ec3n \u0111\u1ec3 chi\u1ebft xu\u1ea5t d\u1eef li\u1ec7u m\u1ed9t c\u00e1ch tr\u00f4i ch\u1ea3y v\u00e0 nhanh ch\u00f3ng. \u0110\u1ed9i ng\u0169 k\u1ef9 s\u01b0 d\u1eef li\u1ec7u ch\u00ednh l\u00e0 nh\u1eefng ki\u1ebfn tr\u00fac s\u01b0 \u0111\u1ee9ng sau nh\u1eefng c\u00f4ng c\u1ee5, n\u1ec1n t\u1ea3ng v\u00e0 gi\u1ea3i ph\u00e1p qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u hi\u1ec7n \u0111\u1ea1i.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ngo\u00e0i 1xbet login, b\u1ea1n c\u0169ng c\u1ea7n hi\u1ec3u v\u1ec1 Data Scientist v\u00e0 Software Engineer. B\u1edfi nh\u1eefng v\u1ecb tr\u00ed n\u00e0y d\u1ec5 b\u1ecb nh\u1ea7m l\u1eabn nh\u01b0ng m\u1ed7i v\u1ecb tr\u00ed l\u1ea1i \u0111\u1ea3m nh\u1eadn nh\u1eefng c\u00f4ng vi\u1ec7c kh\u00e1c nhau.<\/span><\/p>\n<h2><span id=\"2_Mo_Ta_Cong_Viec_Cua_Data_Engineer\"><b>2. M\u00f4 T\u1ea3 C\u00f4ng Vi\u1ec7c C\u1ee7a 1xbet login\u00a0<\/b><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">T\u00f9y v\u00e0o t\u1eebng \u0111\u1eb7c th\u00f9 c\u1ee7a doanh nghi\u1ec7p m\u00e0 c\u00f4ng vi\u1ec7c ph\u1ee5 tr\u00e1ch c\u1ee7a 1xbet login s\u1ebd c\u00f3 ph\u1ea7n kh\u00e1c nhau. Nh\u01b0ng nh\u00ecn chung, c\u00f4ng vi\u1ec7c c\u01a1 b\u1ea3n c\u1ee7a 1xbet login bao g\u1ed3m nh\u1eefng \u0111\u1ea7u m\u1ee5c c\u00f4ng vi\u1ec7c sau:<\/span><\/p>\n<h3><span id=\"21_Thiet_Ke_Kien_Truc_Va_Giai_Phap_Du_Lieu_Cho_Data_WarehouseData_Lake\"><b>2.1 Thi\u1ebft K\u1ebf Ki\u1ebfn Tr\u00fac V\u00e0 Gi\u1ea3i Ph\u00e1p D\u1eef Li\u1ec7u Cho 1xbet login Warehouse\/1xbet login Lake<\/b><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">M\u1ed9t trong nh\u1eefng nhi\u1ec7m v\u1ee5 quan tr\u1ecdng c\u1ee7a 1xbet login l\u00e0 thi\u1ebft k\u1ebf ki\u1ebfn tr\u00fac d\u1eef li\u1ec7u ph\u00f9 h\u1ee3p cho Data Warehouse (kho d\u1eef li\u1ec7u) v\u00e0 Data Lake (h\u1ed3 d\u1eef li\u1ec7u) c\u1ee7a t\u1ed5 ch\u1ee9c. H\u1ecd ph\u1ea3i xem x\u00e9t c\u00e1c y\u00eau c\u1ea7u kinh doanh, quy m\u00f4 d\u1eef li\u1ec7u, m\u1ee5c \u0111\u00edch s\u1eed d\u1ee5ng, v\u00e0 \u0111\u1ec1 xu\u1ea5t gi\u1ea3i ph\u00e1p ki\u1ebfn tr\u00fac ph\u00f9 h\u1ee3p \u0111\u1ec3 l\u01b0u tr\u1eef v\u00e0 t\u1ed5 ch\u1ee9c d\u1eef li\u1ec7u hi\u1ec7u qu\u1ea3.<\/span><\/p>\n<h3><span id=\"22_Xay_Dung_Van_Hanh_Va_Duy_Tri_Data_Platform\"><b>2.2 X\u00e2y D\u1ef1ng, V\u1eadn H\u00e0nh V\u00e0 Duy Tr\u00ec 1xbet login Platform<\/b><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Sau khi thi\u1ebft k\u1ebf xong, 1xbet login s\u1ebd x\u00e2y d\u1ef1ng, tri\u1ec3n khai v\u00e0 v\u1eadn h\u00e0nh c\u00e1c n\u1ec1n t\u1ea3ng d\u1eef li\u1ec7u n\u00e0y. H\u1ecd ph\u1ea3i \u0111\u1ea3m b\u1ea3o Data Warehouse\/Data Lake ho\u1ea1t \u0111\u1ed9ng \u1ed5n \u0111\u1ecbnh, h\u1ed7 tr\u1ee3 c\u00e1c ho\u1ea1t \u0111\u1ed9ng b\u00e1o c\u00e1o (Report &amp; Dashboard), khai th\u00e1c d\u1eef li\u1ec7u (Data Mining) v\u00e0 m\u00f4 h\u00ecnh h\u00f3a d\u1eef li\u1ec7u (Data Modelling).<\/span><\/p>\n<h3><span id=\"23_Phan_Tich_Yeu_Cau_De_Xuat_Phuong_An_Bien_Doi_Lam_Sach_Du_Lieu\"><b>2.3 Ph\u00e2n T\u00edch Y\u00eau C\u1ea7u, \u0110\u1ec1 Xu\u1ea5t Ph\u01b0\u01a1ng \u00c1n Bi\u1ebfn \u0110\u1ed5i, L\u00e0m S\u1ea1ch D\u1eef Li\u1ec7u<\/b><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">1xbet login ph\u1ea3i giao ti\u1ebfp v\u1edbi ng\u01b0\u1eddi d\u00f9ng \u0111\u1ec3 hi\u1ec3u r\u00f5 y\u00eau c\u1ea7u c\u1ee7a h\u1ecd v\u1ec1 d\u1eef li\u1ec7u, sau \u0111\u00f3 ph\u00e2n t\u00edch v\u00e0 \u0111\u1ec1 xu\u1ea5t c\u00e1c ph\u01b0\u01a1ng \u00e1n x\u1eed l\u00fd, bi\u1ebfn \u0111\u1ed5i v\u00e0 l\u00e0m s\u1ea1ch d\u1eef li\u1ec7u (Data Pipeline) \u0111\u1ec3 t\u1ea1o ra d\u1eef li\u1ec7u ph\u00f9 h\u1ee3p cho m\u1ee5c \u0111\u00edch s\u1eed d\u1ee5ng.<\/span><\/p>\n<h3><span id=\"24_To_Chuc_Quan_Ly_Bao_Mat_Va_Phan_Quyen_Du_Lieu\"><b>2.4 T\u1ed5 Ch\u1ee9c, Qu\u1ea3n L\u00fd, B\u1ea3o M\u1eadt V\u00e0 Ph\u00e2n Quy\u1ec1n D\u1eef Li\u1ec7u<\/b><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">1xbet login c\u00f3 tr\u00e1ch nhi\u1ec7m qu\u1ea3n l\u00fd to\u00e0n b\u1ed9 v\u00f2ng \u0111\u1eddi c\u1ee7a d\u1eef li\u1ec7u, bao g\u1ed3m c\u00e1ch t\u1ed5 ch\u1ee9c, ph\u00e2n lo\u1ea1i d\u1eef li\u1ec7u. H\u1ecd ph\u1ea3i \u0111\u1ea3m b\u1ea3o c\u01a1 ch\u1ebf b\u1ea3o m\u1eadt, ki\u1ec3m so\u00e1t truy c\u1eadp d\u1eef li\u1ec7u v\u00e0 c\u1ed9ng t\u00e1c v\u1edbi c\u00e1c \u0111\u1ed9i kh\u00e1c \u0111\u1ec3 h\u1ed7 tr\u1ee3 ng\u01b0\u1eddi d\u00f9ng.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ngo\u00e0i ra, h\u1ecd ph\u1ea3i theo d\u00f5i, gi\u00e1m s\u00e1t li\u00ean t\u1ee5c \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o c\u00e1c quy tr\u00ecnh l\u00e0m s\u1ea1ch, bi\u1ebfn \u0111\u1ed5i d\u1eef li\u1ec7u di\u1ec5n ra \u0111\u00fang c\u00e1ch, t\u1ed1i \u01b0u v\u00e0 kh\u1eafc ph\u1ee5c k\u1ecbp th\u1eddi n\u1ebfu c\u00f3 b\u1ea5t c\u1ee9 s\u1ef1 c\u1ed1 n\u00e0o x\u1ea3y ra.<\/span><\/p>\n<figure id=\"attachment_71663\" aria-describedby=\"caption-attachment-71663\" style=\"width: 676px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" class=\"wp-image-71663 size-full\" src=\"https:\/\/media-blog.jobsgo.vn\/blog\/wp-content\/uploads\/2024\/05\/data-2.png\" alt=\"Data Engineer L\u00e0 L\u00e0m G\u00ec?\" width=\"676\" height=\"425\" srcset=\"https:\/\/media-blog.jobsgo.vn\/blog\/wp-content\/uploads\/2024\/05\/data-2.png 676w, https:\/\/media-blog.jobsgo.vn\/blog\/wp-content\/uploads\/2024\/05\/data-2-300x189.png 300w, https:\/\/media-blog.jobsgo.vn\/blog\/wp-content\/uploads\/2024\/05\/data-2-150x94.png 150w\" sizes=\"(max-width: 676px) 100vw, 676px\" \ alt="1xbet login" /><figcaption id=\"caption-attachment-71663\" class=\"wp-caption-text\"><em>1xbet login L\u00e0 L\u00e0m G\u00ec?<\/em><\/figcaption><\/figure>\n<h2><span id=\"3_Nhung_Yeu_Cau_Can_Co_Doi_Voi_Data_Engineer\"><b>3. Nh\u1eefng Y\u00eau C\u1ea7u C\u1ea7n C\u00f3 \u0110\u1ed1i V\u1edbi 1xbet login<\/b><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">1xbet login c\u1ea7n h\u1ecdc g\u00ec? C\u00f3 nh\u1eefng y\u00eau c\u1ea7u n\u00e0o cho 1xbet login? D\u01b0\u1edbi \u0111\u00e2y s\u1ebd l\u00e0 nh\u1eefng ph\u00e2n t\u00edch chi ti\u1ebft gi\u00fap b\u1ea1n tr\u1ea3 l\u1eddi nh\u1eefng c\u00e2u h\u1ecfi n\u00e0y.<\/span><\/p>\n<h3><span id=\"31_Kien_Thuc_Chuyen_Sau_Ve_Sql_Va_Co_So_Du_Lieu\"><b>3.1. Ki\u1ebfn Th\u1ee9c Chuy\u00ean S\u00e2u V\u1ec1 Sql V\u00e0 C\u01a1 S\u1edf D\u1eef Li\u1ec7u<\/b><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Ng\u00f4n ng\u1eef SQL (Structured Query Language) l\u00e0 c\u00f4ng c\u1ee5 kh\u00f4ng th\u1ec3 thi\u1ebfu \u0111\u1ed1i v\u1edbi b\u1ea5t k\u1ef3 1xbet login n\u00e0o. H\u1ecd c\u1ea7n th\u00e0nh th\u1ea1o vi\u1ec7c s\u1eed d\u1ee5ng SQL \u0111\u1ec3 th\u1ef1c hi\u1ec7n c\u00e1c thao t\u00e1c truy v\u1ea5n, t\u1ea1o, c\u1eadp nh\u1eadt v\u00e0 qu\u1ea3n l\u00fd d\u1eef li\u1ec7u trong c\u00e1c h\u1ec7 qu\u1ea3n tr\u1ecb c\u01a1 s\u1edf d\u1eef li\u1ec7u quan h\u1ec7 ph\u1ed5 bi\u1ebfn nh\u01b0 PostgreSQL, MySQL, Oracle, SQL Server. Ngo\u00e0i ra, hi\u1ec3u bi\u1ebft s\u00e2u v\u1ec1 l\u00fd thuy\u1ebft c\u01a1 s\u1edf d\u1eef li\u1ec7u nh\u01b0 m\u00f4 h\u00ecnh h\u00f3a d\u1eef li\u1ec7u, chu\u1ea9n h\u00f3a v\u00e0 x\u1eed l\u00fd giao d\u1ecbch l\u00e0 r\u1ea5t quan tr\u1ecdng \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o vi\u1ec7c thi\u1ebft k\u1ebf v\u00e0 tri\u1ec3n khai c\u00e1c kho d\u1eef li\u1ec7u hi\u1ec7u qu\u1ea3. 1xbet login c\u0169ng ph\u1ea3i c\u00f3 k\u1ef9 n\u0103ng t\u1ed1i \u01b0u h\u00f3a hi\u1ec7u su\u1ea5t c\u1ee7a c\u00e1c truy v\u1ea5n SQL ph\u1ee9c t\u1ea1p \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o th\u1eddi gian x\u1eed l\u00fd d\u1eef li\u1ec7u nhanh ch\u00f3ng.<\/span><\/p>\n<h3><span id=\"32_Ky_Nang_Lap_Trinh\"><b>3.2. K\u1ef9 N\u0103ng L\u1eadp Tr\u00ecnh<\/b><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">L\u1eadp tr\u00ecnh l\u00e0 m\u1ed9t k\u1ef9 n\u0103ng thi\u1ebft y\u1ebfu \u0111\u1ed1i v\u1edbi 1xbet login. H\u1ecd c\u1ea7n th\u00e0nh th\u1ea1o c\u00e1c ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh hi\u1ec7n \u0111\u1ea1i nh\u01b0 Python, Scala, Java \u0111\u1ec3 x\u00e2y d\u1ef1ng nh\u1eefng pipeline d\u1eef li\u1ec7u ph\u1ee9c t\u1ea1p. K\u1ef9 n\u0103ng l\u1eadp tr\u00ecnh h\u01b0\u1edbng \u0111\u1ed1i t\u01b0\u1ee3ng, l\u1eadp tr\u00ecnh song song v\u00e0 ph\u00e2n t\u00e1n l\u00e0 nh\u1eefng y\u00eau c\u1ea7u b\u1eaft bu\u1ed9c khi x\u1eed l\u00fd d\u1eef li\u1ec7u l\u1edbn tr\u00ean c\u00e1c h\u1ec7 th\u1ed1ng ph\u00e2n t\u00e1n. Ngo\u00e0i ra, ki\u1ebfn th\u1ee9c v\u1ec1 thi\u1ebft k\u1ebf v\u00e0 tri\u1ec3n khai c\u00e1c pipeline ETL\/ELT (Extract, Transform, Load) \u0111\u1ec3 bi\u1ebfn \u0111\u1ed5i, l\u00e0m s\u1ea1ch d\u1eef li\u1ec7u c\u0169ng r\u1ea5t quan tr\u1ecdng.<\/span><\/p>\n<figure id=\"attachment_71664\" aria-describedby=\"caption-attachment-71664\" style=\"width: 869px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" class=\"wp-image-71664 size-full\" src=\"https:\/\/media-blog.jobsgo.vn\/blog\/wp-content\/uploads\/2024\/05\/data-3.png\" alt=\"Nh\u1eefng Y\u00eau C\u1ea7u C\u1ea7n C\u00f3 \u0110\u1ed1i V\u1edbi Data Engineer L\u00e0 G\u00ec?\" width=\"869\" height=\"542\" srcset=\"https:\/\/media-blog.jobsgo.vn\/blog\/wp-content\/uploads\/2024\/05\/data-3.png 869w, https:\/\/media-blog.jobsgo.vn\/blog\/wp-content\/uploads\/2024\/05\/data-3-300x187.png 300w, https:\/\/media-blog.jobsgo.vn\/blog\/wp-content\/uploads\/2024\/05\/data-3-150x94.png 150w, https:\/\/media-blog.jobsgo.vn\/blog\/wp-content\/uploads\/2024\/05\/data-3-768x479.png 768w\" sizes=\"(max-width: 869px) 100vw, 869px\" \ alt="1xbet login" /><figcaption id=\"caption-attachment-71664\" class=\"wp-caption-text\"><em>Nh\u1eefng Y\u00eau C\u1ea7u C\u1ea7n C\u00f3 \u0110\u1ed1i V\u1edbi 1xbet login L\u00e0 G\u00ec?<\/em><\/figcaption><\/figure>\n<h3><span id=\"33_Kien_Thuc_Ve_Cong_Nghe_Big_Data\"><b>3.3. Ki\u1ebfn Th\u1ee9c V\u1ec1 C\u00f4ng Ngh\u1ec7 Big 1xbet login<\/b><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">V\u1edbi kh\u1ed1i l\u01b0\u1ee3ng d\u1eef li\u1ec7u ng\u00e0y c\u00e0ng l\u1edbn, 1xbet login c\u1ea7n n\u1eafm v\u1eefng c\u00e1c c\u00f4ng ngh\u1ec7 Big Data nh\u01b0 Hadoop, Spark. H\u1ecd ph\u1ea3i hi\u1ec3u ki\u1ebfn tr\u00fac c\u1ee7a Hadoop v\u00e0 c\u00e1ch ho\u1ea1t \u0111\u1ed9ng c\u1ee7a c\u00e1c th\u00e0nh ph\u1ea7n b\u00ean trong nh\u01b0 HDFS, YARN, MapReduce, Hive, Impala, Kafka,&#8230; Kinh nghi\u1ec7m tri\u1ec3n khai v\u00e0 t\u1ed1i \u01b0u c\u00e1c pipeline x\u1eed l\u00fd d\u1eef li\u1ec7u l\u1edbn tr\u00ean n\u1ec1n t\u1ea3ng Hadoop\/Spark l\u00e0 m\u1ed9t l\u1ee3i th\u1ebf l\u1edbn.<\/span><\/p>\n<h3><span id=\"34_Kien_Thuc_Ve_Data_Warehouse_Va_Data_Lake\"><b>3.4. Ki\u1ebfn Th\u1ee9c V\u1ec1 1xbet login Warehouse V\u00e0 1xbet login Lake<\/b><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Data Warehouse (kho d\u1eef li\u1ec7u) v\u00e0 Data Lake (h\u1ed3 d\u1eef li\u1ec7u) l\u00e0 hai kh\u00e1i ni\u1ec7m quan tr\u1ecdng trong l\u0129nh v\u1ef1c x\u1eed l\u00fd d\u1eef li\u1ec7u hi\u1ec7n \u0111\u1ea1i. 1xbet login c\u1ea7n hi\u1ec3u nh\u1eefng kh\u00e1i ni\u1ec7m n\u00e0y, c\u00e1ch thi\u1ebft k\u1ebf s\u01a1 \u0111\u1ed3 d\u1eef li\u1ec7u \u0111a chi\u1ec1u, c\u00e1c k\u1ef9 thu\u1eadt x\u00e2y d\u1ef1ng Data Warehouse \u0111\u1ec3 ph\u1ee5c v\u1ee5 m\u1ee5c \u0111\u00edch b\u00e1o c\u00e1o v\u00e0 ph\u00e2n t\u00edch. B\u00ean c\u1ea1nh \u0111\u00f3, h\u1ecd c\u0169ng c\u1ea7n ki\u1ebfn th\u1ee9c v\u1ec1 tri\u1ec3n khai Data Lake &#8211; m\u1ed9t ki\u1ebfn tr\u00fac l\u01b0u tr\u1eef hi\u1ec7u qu\u1ea3 cho d\u1eef li\u1ec7u phi c\u1ea5u tr\u00fac hay b\u00e1n c\u1ea5u tr\u00fac.<\/span><\/p>\n<h3><span id=\"35_Ky_Nang_Van_Hanh_He_Thong\"><b>3.5. K\u1ef9 N\u0103ng V\u1eadn H\u00e0nh H\u1ec7 Th\u1ed1ng<\/b><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Sau khi x\u00e2y d\u1ef1ng xong c\u00e1c h\u1ec7 th\u1ed1ng d\u1eef li\u1ec7u, 1xbet login ph\u1ea3i v\u1eadn h\u00e0nh v\u00e0 gi\u00e1m s\u00e1t li\u00ean t\u1ee5c \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o ho\u1ea1t \u0111\u1ed9ng \u1ed5n \u0111\u1ecbnh. H\u1ecd c\u1ea7n ki\u1ebfn th\u1ee9c v\u1ec1 c\u00e1c c\u00f4ng c\u1ee5 l\u1eadp l\u1ecbch t\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh nh\u01b0 Apache Airflow, Apache Oozie \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o c\u00e1c pipeline ch\u1ea1y \u0111\u00fang l\u1ecbch tr\u00ecnh. Ngo\u00e0i ra, k\u1ef9 n\u0103ng gi\u00e1m s\u00e1t, ph\u00e1t hi\u1ec7n v\u00e0 x\u1eed l\u00fd s\u1ef1 c\u1ed1 c\u0169ng r\u1ea5t quan tr\u1ecdng. Kinh nghi\u1ec7m l\u00e0m vi\u1ec7c v\u1edbi c\u00e1c c\u00f4ng c\u1ee5 CI\/CD v\u00e0 \u0111i\u1ec1u ph\u1ed1i container nh\u01b0 Docker, Kubernetes l\u00e0 m\u1ed9t l\u1ee3i th\u1ebf.<\/span><\/p>\n<h3><span id=\"36_Hieu_Biet_Ve_Dam_May_Bao_Mat_Du_Lieu\"><b>3.6. Hi\u1ec3u Bi\u1ebft V\u1ec1 \u0110\u00e1m M\u00e2y, B\u1ea3o M\u1eadt D\u1eef Li\u1ec7u<\/b><span style=\"font-weight: 400;\">\u00a0\u00a0<\/span><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Nhi\u1ec1u doanh nghi\u1ec7p hi\u1ec7n nay \u0111ang chuy\u1ec3n sang s\u1eed d\u1ee5ng c\u00e1c d\u1ecbch v\u1ee5 \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y c\u1ee7a c\u00e1c nh\u00e0 cung c\u1ea5p l\u1edbn nh\u01b0 AWS, Azure, GCP. Do \u0111\u00f3, 1xbet login c\u1ea7n am hi\u1ec3u v\u1ec1 tri\u1ec3n khai c\u00e1c gi\u1ea3i ph\u00e1p x\u1eed l\u00fd d\u1eef li\u1ec7u tr\u00ean m\u00f4i tr\u01b0\u1eddng \u0111\u00e1m m\u00e2y. B\u00ean c\u1ea1nh \u0111\u00f3, hi\u1ec3u bi\u1ebft v\u1ec1 c\u00e1c nguy\u00ean t\u1eafc b\u1ea3o m\u1eadt th\u00f4ng tin, ki\u1ec3m so\u00e1t truy c\u1eadp, m\u00e3 h\u00f3a v\u00e0 \u1ea9n danh h\u00f3a d\u1eef li\u1ec7u \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o tu\u00e2n th\u1ee7 c\u00e1c quy \u0111\u1ecbnh c\u0169ng l\u00e0 \u0111i\u1ec1u b\u1eaft bu\u1ed9c.<\/span><\/p>\n<h3><span id=\"37_Ky_Nang_Giai_Quyet_Van_De_Va_Tu_Duy_Phan_Tich\"><b>3.7. K\u1ef9 N\u0103ng Gi\u1ea3i Quy\u1ebft V\u1ea5n \u0110\u1ec1 V\u00e0 T\u01b0 Duy Ph\u00e2n T\u00edch<\/b><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Cu\u1ed1i c\u00f9ng, 1xbet login c\u1ea7n c\u00f3 n\u0103ng l\u1ef1c ph\u00e2n t\u00edch, thi\u1ebft k\u1ebf v\u00e0 t\u01b0 duy logic m\u1ea1nh \u0111\u1ec3 gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 ph\u1ee9c t\u1ea1p li\u00ean quan \u0111\u1ebfn d\u1eef li\u1ec7u. Kh\u1ea3 n\u0103ng n\u00e0y kh\u00f4ng ch\u1ec9 gi\u00fap h\u1ecd x\u00e2y d\u1ef1ng c\u00e1c ki\u1ebfn tr\u00fac d\u1eef li\u1ec7u hi\u1ec7u qu\u1ea3 m\u00e0 c\u00f2n gi\u00fap t\u00ecm ra nh\u1eefng gi\u1ea3i ph\u00e1p s\u00e1ng t\u1ea1o cho c\u00e1c th\u00e1ch th\u1ee9c v\u1ec1 x\u1eed l\u00fd d\u1eef li\u1ec7u l\u1edbn. \u0110\u1ed3ng th\u1eddi, 1xbet login c\u1ea7n li\u00ean t\u1ee5c c\u1eadp nh\u1eadt, t\u1ef1 h\u1ecdc h\u1ecfi \u0111\u1ec3 theo k\u1ecbp nh\u1eefng c\u00f4ng ngh\u1ec7 m\u1edbi xu\u1ea5t hi\u1ec7n.<\/span><\/p>\n<p>Xem th\u00eam:<a href=\"https:\/\/jobsgo.vn\/blog\/data-analyst-la-gi\/\" target=\"_blank\" rel=\"noopener\"><strong>1xbet login Analyst L\u00e0 G\u00ec? 10 Y\u1ebfu T\u1ed1 C\u1ea7n C\u00f3 \u0110\u1ec3 L\u00e0m Ngh\u1ec1 1xbet login Analyst<\/strong><\/a><\/p>\n<h2><span id=\"4_Muc_Luong_Cua_Data_Engineer_La_Bao_Nhieu\"><b>4. M\u1ee9c L\u01b0\u01a1ng C\u1ee7a 1xbet login L\u00e0 Bao Nhi\u00eau?<\/b><\/span><\/h2>\n<figure id=\"attachment_71665\" aria-describedby=\"caption-attachment-71665\" style=\"width: 750px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" class=\"wp-image-71665 size-full\" src=\"https:\/\/media-blog.jobsgo.vn\/blog\/wp-content\/uploads\/2024\/05\/data-4.png\" alt=\"M\u1ee9c L\u01b0\u01a1ng Data Engineer\" width=\"750\" height=\"252\" srcset=\"https:\/\/media-blog.jobsgo.vn\/blog\/wp-content\/uploads\/2024\/05\/data-4.png 750w, https:\/\/media-blog.jobsgo.vn\/blog\/wp-content\/uploads\/2024\/05\/data-4-300x101.png 300w, https:\/\/media-blog.jobsgo.vn\/blog\/wp-content\/uploads\/2024\/05\/data-4-150x50.png 150w\" sizes=\"(max-width: 750px) 100vw, 750px\" \/><figcaption id=\"caption-attachment-71665\" class=\"wp-caption-text\"><em>M\u1ee9c L\u01b0\u01a1ng 1xbet login<\/em><\/figcaption><\/figure>\n<p><span style=\"font-weight: 400;\">1xbet login c\u00f3 m\u1ee9c thu nh\u1eadp kh\u00e1 cao, M\u1ee9c l\u01b0\u01a1ng trung b\u00ecnh c\u1ee7a 1xbet login l\u00e0<\/span><b>26.1 Tri\u1ec7u VN\u0110<\/b><span style=\"font-weight: 400;\">tr\u00ean to\u00e0n qu\u1ed1c (theo kh\u1ea3o s\u00e1t c\u1ee7a JobsGO). Tuy nhi\u00ean t\u00f9y v\u00e0o t\u1eebng khu v\u1ef1c v\u00e0 kinh nghi\u1ec7m l\u00e0m vi\u1ec7c m\u1ee9c l\u01b0\u01a1ng ch\u00ednh th\u1ee9c c\u00f3 th\u1ec3 thay \u0111\u1ed5i. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ee9c l\u01b0\u01a1ng c\u1ee7a 1xbet login ph\u00e2n theo m\u1ed9t s\u1ed1 khu v\u1ef1c. B\u1ea1n h\u00e3y c\u00f9ng tham kh\u1ea3o nh\u00e9!<\/span><\/p>\n<table>\n<tbody>\n<tr>\n<td><span style=\"font-weight: 400;\">Khu V\u1ef1c<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Kho\u1ea3ng L\u01b0\u01a1ng Ph\u1ed5 Bi\u1ebfn<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">TP. H\u00e0 N\u1ed9i<\/span><\/td>\n<td><span style=\"font-weight: 400;\">15 &#8211; 38 Tri\u1ec7u VN\u0110<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">TP. H\u1ed3 Ch\u00ed Minh<\/span><\/td>\n<td><span style=\"font-weight: 400;\">17 &#8211; 46 Tri\u1ec7u VN\u0110<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\u0110\u00e0 N\u1eb5ng<\/span><\/td>\n<td><span style=\"font-weight: 400;\">15 &#8211; 30 Tri\u1ec7u VN\u0110<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">H\u1ea3i Ph\u00f2ng<\/span><\/td>\n<td><span style=\"font-weight: 400;\">9 &#8211; 16 Tri\u1ec7u VN\u0110<\/span><\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\"><i><span style=\"font-weight: 400;\">*M\u1ee9c l\u01b0\u01a1ng tr\u00ean tr\u00ean ch\u01b0a bao g\u1ed3m th\u01b0\u1edfng v\u00e0 c\u00e1c ch\u1ebf \u0111\u1ed9 \u0111\u00e3i ng\u1ed9 kh\u00e1c c\u1ee7a doanh nghi\u1ec7p<\/span><\/i><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2><span id=\"5_Co_Hoi_Nghe_Nghiep_Cua_Data_Engineer\"><b>5. C\u01a1 H\u1ed9i Ngh\u1ec1 Nghi\u1ec7p C\u1ee7a 1xbet login<\/b><\/span><\/h2>\n<figure id=\"attachment_71666\" aria-describedby=\"caption-attachment-71666\" style=\"width: 867px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" class=\"wp-image-71666 size-full\" src=\"https:\/\/media-blog.jobsgo.vn\/blog\/wp-content\/uploads\/2024\/05\/data-5.png\" alt=\"Nh\u1eefng C\u00f4ng Vi\u1ec7c Cntt \u0110\u01b0\u1ee3c Doanh Nghi\u1ec7p Th\u01b0\u1eddng Xuy\u00ean Tuy\u1ec3n D\u1ee5ng\" width=\"867\" height=\"544\" srcset=\"https:\/\/media-blog.jobsgo.vn\/blog\/wp-content\/uploads\/2024\/05\/data-5.png 867w, https:\/\/media-blog.jobsgo.vn\/blog\/wp-content\/uploads\/2024\/05\/data-5-300x188.png 300w, https:\/\/media-blog.jobsgo.vn\/blog\/wp-content\/uploads\/2024\/05\/data-5-150x94.png 150w, https:\/\/media-blog.jobsgo.vn\/blog\/wp-content\/uploads\/2024\/05\/data-5-768x482.png 768w\" sizes=\"(max-width: 867px) 100vw, 867px\" \/><figcaption id=\"caption-attachment-71666\" class=\"wp-caption-text\"><em>Nh\u1eefng C\u00f4ng Vi\u1ec7c Cntt \u0110\u01b0\u1ee3c Doanh Nghi\u1ec7p Th\u01b0\u1eddng Xuy\u00ean Tuy\u1ec3n D\u1ee5ng<\/em><\/figcaption><\/figure>\n<p><span style=\"font-weight: 400;\">1xbet login c\u00f3 th\u1ec3 t\u00ecm ki\u1ebfm c\u01a1 h\u1ed9i vi\u1ec7c l\u00e0m t\u1ea1i r\u1ea5t nhi\u1ec1u ng\u00e0nh c\u00f4ng nghi\u1ec7p, l\u0129nh v\u1ef1c kh\u00e1c nhau b\u1edfi nhu c\u1ea7u x\u1eed l\u00fd v\u00e0 khai th\u00e1c d\u1eef li\u1ec7u ng\u00e0y c\u00e0ng tr\u1edf n\u00ean c\u1ea5p thi\u1ebft. M\u1ed9t s\u1ed1 c\u01a1 h\u1ed9i h\u1ea5p d\u1eabn bao g\u1ed3m:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Trong l\u0129nh v\u1ef1c C\u00f4ng ngh\u1ec7, c\u00e1c t\u1eadp \u0111o\u00e0n CNTT l\u1edbn nh\u01b0 Google, Amazon, Microsoft, Facebook, Apple&#8230; lu\u00f4n c\u1ea7n nhi\u1ec1u 1xbet login \u0111\u1ec3 x\u00e2y d\u1ef1ng h\u1ec7 th\u1ed1ng x\u1eed l\u00fd d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3 ph\u1ee5c v\u1ee5 cho c\u00e1c s\u1ea3n ph\u1ea9m, d\u1ecbch v\u1ee5 c\u1ee7a h\u1ecd. \u0110\u1ed3ng th\u1eddi, c\u00e1c c\u00f4ng ty kh\u1edfi nghi\u1ec7p c\u00f4ng ngh\u1ec7 c\u0169ng c\u00f3 nhu c\u1ea7u t\u01b0\u01a1ng t\u1ef1.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ng\u00e0nh T\u00e0i ch\u00ednh v\u00e0 Ng\u00e2n h\u00e0ng l\u00e0 m\u1ed9t th\u1ecb tr\u01b0\u1eddng l\u1edbn v\u1edbi nhu c\u1ea7u cao v\u1ec1 x\u1eed l\u00fd, ph\u00e2n t\u00edch d\u1eef li\u1ec7u giao d\u1ecbch, qu\u1ea3n l\u00fd r\u1ee7i ro. C\u00e1c ng\u00e2n h\u00e0ng, c\u00f4ng ty ch\u1ee9ng kho\u00e1n, qu\u1ef9 \u0111\u1ea7u t\u01b0 lu\u00f4n mu\u1ed1n tuy\u1ec3n d\u1ee5ng 1xbet login gi\u1ecfi.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Trong l\u0129nh v\u1ef1c B\u00e1n l\u1ebb, c\u00e1c c\u00f4ng ty th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed l\u1edbn, chu\u1ed7i c\u1eeda h\u00e0ng truy\u1ec1n th\u1ed1ng c\u1ea7n 1xbet login \u0111\u1ec3 ph\u00e2n t\u00edch th\u00f3i quen mua s\u1eafm v\u00e0 h\u00e0nh vi kh\u00e1ch h\u00e0ng, t\u1eeb \u0111\u00f3 \u0111\u1ec1 ra c\u00e1c chi\u1ebfn l\u01b0\u1ee3c kinh doanh, ti\u1ebfp th\u1ecb.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ng\u00e0nh Ch\u0103m s\u00f3c S\u1ee9c kh\u1ecfe \u0111ang c\u00f3 nhu c\u1ea7u ng\u00e0y c\u00e0ng t\u0103ng v\u1ec1 thu th\u1eadp, ph\u00e2n t\u00edch d\u1eef li\u1ec7u y t\u1ebf, h\u1ed3 s\u01a1 b\u1ec7nh \u00e1n nh\u1eb1m nghi\u00ean c\u1ee9u, n\u00e2ng cao ch\u1ea5t l\u01b0\u1ee3ng d\u1ecbch v\u1ee5. 1xbet login gi\u00fap x\u00e2y d\u1ef1ng c\u00e1c h\u1ec7 sinh th\u00e1i d\u1eef li\u1ec7u y t\u1ebf.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">L\u0129nh v\u1ef1c ch\u00ednh ph\u1ee7 c\u0169ng \u0111ang c\u1ea7n nhi\u1ec1u chuy\u00ean gia d\u1eef li\u1ec7u \u0111\u1ec3 x\u1eed l\u00fd, ph\u00e2n t\u00edch c\u00e1c d\u1eef li\u1ec7u v\u1ec1 d\u00e2n c\u01b0, nh\u00e2n kh\u1ea9u h\u1ecdc, gi\u00e1o d\u1ee5c, qu\u1ed1c ph\u00f2ng,&#8230; ph\u1ee5c v\u1ee5 x\u00e2y d\u1ef1ng ch\u00ednh s\u00e1ch, qu\u1ea3n l\u00fd nh\u00e0 n\u01b0\u1edbc.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">B\u00ean c\u1ea1nh \u0111\u00f3, c\u01a1 h\u1ed9i m\u1edf ra \u1edf c\u00e1c l\u0129nh v\u1ef1c m\u1edbi n\u1ed5i nh\u01b0 Internet v\u1ea1n v\u1eadt (IoT), Tr\u00ed tu\u1ec7 Nh\u00e2n t\u1ea1o (AI), \u00d4 t\u00f4 t\u1ef1 h\u00e0nh, c\u00e1c n\u1ec1n t\u1ea3ng tr\u1ef1c tuy\u1ebfn, m\u1ea1ng x\u00e3 h\u1ed9i,&#8230; do nhu c\u1ea7u thu th\u1eadp v\u00e0 x\u1eed l\u00fd s\u1ed1 l\u01b0\u1ee3ng kh\u1ed5ng l\u1ed3 c\u00e1c lu\u1ed3ng d\u1eef li\u1ec7u.<\/span><\/li>\n<\/ul>\n<h2><span id=\"6_Lo_Trinh_Thang_Tien_Cua_Data_Engineer\"><b>6. L\u1ed9 Tr\u00ecnh Th\u0103ng Ti\u1ebfn C\u1ee7a 1xbet login<\/b><\/span><\/h2>\n<figure id=\"attachment_71667\" aria-describedby=\"caption-attachment-71667\" style=\"width: 876px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" class=\"wp-image-71667 size-full\" src=\"https:\/\/media-blog.jobsgo.vn\/blog\/wp-content\/uploads\/2024\/05\/data-6.png\" alt=\"L\u1ed9 Tr\u00ecnh Th\u0103ng Ti\u1ebfn C\u1ee7a Data Engineer\" width=\"876\" height=\"543\" srcset=\"https:\/\/media-blog.jobsgo.vn\/blog\/wp-content\/uploads\/2024\/05\/data-6.png 876w, https:\/\/media-blog.jobsgo.vn\/blog\/wp-content\/uploads\/2024\/05\/data-6-300x186.png 300w, https:\/\/media-blog.jobsgo.vn\/blog\/wp-content\/uploads\/2024\/05\/data-6-150x93.png 150w, https:\/\/media-blog.jobsgo.vn\/blog\/wp-content\/uploads\/2024\/05\/data-6-768x476.png 768w\" sizes=\"(max-width: 876px) 100vw, 876px\" \/><figcaption id=\"caption-attachment-71667\" class=\"wp-caption-text\"><em>L\u1ed9 Tr\u00ecnh Th\u0103ng Ti\u1ebfn C\u1ee7a 1xbet login<\/em><\/figcaption><\/figure>\n<p><span style=\"font-weight: 400;\">L\u1ed9 tr\u00ecnh th\u0103ng ti\u1ebfn c\u1ee7a 1xbet login r\u1ea5t r\u1ed9ng m\u1edf v\u1edbi nhi\u1ec1u h\u01b0\u1edbng kh\u00e1c nhau nh\u01b0:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b><a href=\"https:\/\/jobsgo.vn\/viec-lam-data-engineer.html\" target=\"_blank\" rel=\"noopener nofollow\">1xbet login<\/a>m\u1edbi v\u00e0o ngh\u1ec1 (Entry-level):<\/b><span style=\"font-weight: 400;\">\u1ede giai \u0111o\u1ea1n n\u00e0y, b\u1ea1n c\u1ea7n t\u1eadp trung h\u1ecdc t\u1eadp v\u00e0 t\u00edch l\u0169y nh\u1eefng ki\u1ebfn th\u1ee9c c\u01a1 b\u1ea3n v\u1ec1 d\u1eef li\u1ec7u, \u0111\u1ed3ng th\u1eddi n\u00ean tham gia v\u00e0o c\u00e1c d\u1ef1 \u00e1n nh\u1ecf v\u00e0 h\u1ecdc h\u1ecfi t\u1eeb c\u00e1c 1xbet login c\u00f3 kinh nghi\u1ec7m.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Tr\u01b0\u1edfng nh\u00f3m\/Qu\u1ea3n l\u00fd Nh\u00f3m 1xbet login Engineering:<\/b><span style=\"font-weight: 400;\">\u0110\u1ea3m nh\u1eadn tr\u00e1ch nhi\u1ec7m \u0111i\u1ec1u ph\u1ed1i, qu\u1ea3n l\u00fd c\u00f4ng vi\u1ec7c c\u1ee7a c\u1ea3 \u0111\u1ed9i ng\u0169 c\u00e1c 1xbet login kh\u00e1c. H\u1ecd ph\u1ea3i \u0111\u01b0a ra c\u00e1c \u0111\u1ecbnh h\u01b0\u1edbng chi\u1ebfn l\u01b0\u1ee3c v\u1ec1 h\u1ec7 th\u1ed1ng d\u1eef li\u1ec7u, l\u1eadp k\u1ebf ho\u1ea1ch c\u00e1c d\u1ef1 \u00e1n x\u1eed l\u00fd, n\u00e2ng c\u1ea5p d\u1eef li\u1ec7u c\u1ee7a t\u1ed5 ch\u1ee9c. Vai tr\u00f2 n\u00e0y \u0111\u00f2i h\u1ecfi c\u1ea3 n\u0103ng l\u1ef1c k\u1ef9 thu\u1eadt v\u00e0 k\u1ef9 n\u0103ng qu\u1ea3n l\u00fd, l\u00e3nh \u0111\u1ea1o \u0111\u1ed9i ng\u0169 hi\u1ec7u qu\u1ea3.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u00a0<\/span><b>Qu\u1ea3n l\u00fd D\u1eef li\u1ec7u:<\/b><span style=\"font-weight: 400;\">\u0110\u1ea3m b\u1ea3o d\u1eef li\u1ec7u lu\u00f4n c\u00f3 ch\u1ea5t l\u01b0\u1ee3ng, to\u00e0n v\u1eb9n, an to\u00e0n v\u00e0 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng nh\u1ea5t qu\u00e1n trong ph\u1ea1m vi t\u1ed5 ch\u1ee9c theo c\u00e1c quy t\u1eafc, n\u1ed9i quy \u0111\u00e3 x\u00e1c \u0111\u1ecbnh. Qu\u1ea3n l\u00fd D\u1eef li\u1ec7u c\u1ea7n x\u00e2y d\u1ef1ng v\u00e0 th\u1ef1c thi c\u00e1c ch\u00ednh s\u00e1ch, ti\u00eau chu\u1ea9n, quy tr\u00ecnh \u0111\u1ec3 ki\u1ec3m so\u00e1t, qu\u1ea3n tr\u1ecb ho\u1ea1t \u0111\u1ed9ng d\u1eef li\u1ec7u, \u0111\u1ed3ng th\u1eddi x\u00e2y d\u1ef1ng v\u0103n h\u00f3a d\u1eef li\u1ec7u trong doanh nghi\u1ec7p.<\/span><\/li>\n<\/ul>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b><a href=\"https:\/\/jobsgo.vn\/viec-lam-giam-doc-cong-nghe.html\" target=\"_blank\" rel=\"noopener nofollow\">Gi\u00e1m \u0111\u1ed1c C\u00f4ng ngh\u1ec7<\/a>(CTO):<\/b><span style=\"font-weight: 400;\">Ch\u1ecbu tr\u00e1ch nhi\u1ec7m to\u00e0n b\u1ed9 chi\u1ebfn l\u01b0\u1ee3c v\u00e0 ho\u1ea1t \u0111\u1ed9ng c\u00f4ng ngh\u1ec7 c\u1ee7a doanh nghi\u1ec7p. H\u1ecd x\u00e2y d\u1ef1ng t\u1ea7m nh\u00ecn c\u00f4ng ngh\u1ec7 cho t\u1ed5 ch\u1ee9c, \u0111\u01b0a ra c\u00e1c quy\u1ebft \u0111\u1ecbnh quan tr\u1ecdng v\u1ec1 vi\u1ec7c \u0111\u1ea7u t\u01b0, \u00e1p d\u1ee5ng c\u00e1c gi\u1ea3i ph\u00e1p c\u00f4ng ngh\u1ec7 m\u1edbi, \u0111\u1ed3ng th\u1eddi l\u00e3nh \u0111\u1ea1o v\u00e0 ph\u00e1t tri\u1ec3n \u0111\u1ed9i ng\u0169 k\u1ef9 thu\u1eadt v\u1eefng m\u1ea1nh.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Ngo\u00e0i ra, 1xbet login c\u0169ng c\u00f3 th\u1ec3 chuy\u1ec3n sang c\u00e1c l\u0129nh v\u1ef1c li\u00ean quan kh\u00e1c nh\u01b0: khoa h\u1ecdc d\u1eef li\u1ec7u, k\u1ef9 s\u01b0 l\u1eadp tr\u00ecnh, k\u1ef9 s\u01b0 ph\u1ea7n m\u1ec1m, ki\u1ebfn tr\u00fac s\u01b0 \u0111\u00e1m m\u00e2y,&#8230;..<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Nh\u01b0 v\u1eady, v\u1edbi nh\u1eefng th\u00f4ng tin m\u00e0<strong><a href=\"https:\/\/jobsgo.vn\/\" target=\"_blank\" rel=\"noopener\">JobsGO<\/a><\/strong>\u0111\u00e3 cung c\u1ea5p cho b\u1ea1n trong b\u00e0i vi\u1ebft h\u00f4m nay s\u1ebd gi\u00fap b\u1ea1n hi\u1ec3u \u201cData Engineer l\u00e0 g\u00ec?\u201d v\u00e0 nh\u1eefng th\u00f4ng tin xoay quanh v\u1ecb tr\u00ed c\u00f4ng vi\u1ec7c n\u00e0y. H\u00e3y theo d\u00f5i v\u00e0 ch\u1edd \u0111\u00f3n nh\u1eefng b\u00e0i vi\u1ebft ti\u1ebfp theo c\u1ee7a JobsGO \u0111\u1ec3 t\u00ecm hi\u1ec3u th\u00eam nhi\u1ec1u ng\u00e0nh ngh\u1ec1 kh\u00e1c nh\u00e9!<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0110\u00e1nh gi\u00e1 post V\u1edbi xu th\u1ebf c\u00f4ng ngh\u1ec7 h\u00f3a hi\u1ec7n nay, 1xbet login \u0111ang l\u00e0 v\u1ecb tr\u00ed vi\u1ec7c l\u00e0m \u0111\u1ea7y tri\u1ec3n v\u1ecdng v\u1edbi m\u1ee9c thu nh\u1eadp cao, c\u01a1 h\u1ed9i vi\u1ec7c l\u00e0m \u0111a d\u1ea1ng. H\u00f4m nay h\u00e3y c\u00f9ng JobsGO \u0111i t\u00ecm&#8230;<\/p>\n","protected":false},"author":75012,"featured_media":71662,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_yoast_wpseo_focuskw":"data-engineer","_yoast_wpseo_title":"","_yoast_wpseo_metadesc":"V\u1edbi xu th\u1ebf c\u00f4ng ngh\u1ec7 h\u00f3a hi\u1ec7n nay, Data Engineer \u0111ang l\u00e0 v\u1ecb tr\u00ed vi\u1ec7c l\u00e0m \u0111\u1ea7y tri\u1ec3n v\u1ecdng v\u1edbi m\u1ee9c thu nh\u1eadp cao, c\u01a1 h\u1ed9i vi\u1ec7c l\u00e0m \u0111a d\u1ea1ng. H\u00f4m nay h\u00e3y c\u00f9ng JobsGO \u0111i t\u00ecm hi\u1ec3u Data Engineer l\u00e0 g\u00ec v\u00e0 nh\u1eefng th\u00f4ng tin li\u00ean quan v\u1ec1 c\u00f4ng vi\u1ec7c n\u00e0y nh\u00e9.","_yoast_wpseo_focus_keyphrase":"","faq":"1. Big Data Engineer L\u00e0 G\u00ec?\r1xbet login\r\nBig data engineer l\u00e0 nh\u1eefng k\u1ef9 s\u01b0 c\u00f4ng ngh\u1ec7 l\u00e0m vi\u1ec7c v\u1edbi nh\u1eefng t\u1eadp d\u1eef li\u1ec7u c\u00f3 k\u00edch th\u01b0\u1edbc r\u1ea5t l\u1edbn v\u00e0 ph\u1ee9c t\u1ea1p, kh\u00f4ng th\u1ec3 qu\u1ea3n l\u00fd b\u1eb1ng c\u00e1ch truy\u1ec1n th\u1ed1ng.\r1xbet login\r\n2. H\u1ecdc G\u00ec \u0110\u1ec3 Tr\u1edf Th\u00e0nh Data Engineer?\r1xbet login\r1xbet login\u0110\u1ec3 tr\u1edf th\u00e0nh data engineer b\u1ea1n c\u1ea7n h\u1ecdc nh\u1eefng ki\u1ebfn th\u1ee9c c\u01a1 b\u1ea3n v\u1ec1 c\u01a1 s\u1edf d\u1eef li\u1ec7u, x\u1eed l\u00fd d\u1eef li\u1ec7u, v\u00e0 c\u00e1c c\u00f4ng ngh\u1ec7 li\u00ean quan nh\u01b0 apache kafka, wavefront, apache mahout, weka, oracle odi, ssis,...","nganh_nghe_chuc_vu_lien_quan":["Service Engineer"]},"categories":[3],"tags":[],"yoast_head":"\n<title>1xbet login L\u00e0 G\u00ec? L\u00e0m Th\u1ebf N\u00e0o \u0110\u1ec3 Tr\u1edf Th\u00e0nh 1xbet login Chuy\u00ean Nghi\u1ec7p - JobsGO Blog<\/title>\n<meta name=\"description\" content=\"V\u1edbi xu th\u1ebf c\u00f4ng ngh\u1ec7 h\u00f3a hi\u1ec7n nay, Data Engineer \u0111ang l\u00e0 v\u1ecb tr\u00ed vi\u1ec7c l\u00e0m \u0111\u1ea7y tri\u1ec3n v\u1ecdng v\u1edbi m\u1ee9c thu nh\u1eadp cao, c\u01a1 h\u1ed9i vi\u1ec7c l\u00e0m \u0111a d\u1ea1ng. H\u00f4m nay h\u00e3y c\u00f9ng JobsGO \u0111i t\u00ecm hi\u1ec3u Data Engineer l\u00e0 g\u00ec v\u00e0 nh\u1eefng th\u00f4ng tin li\u00ean quan v\u1ec1 c\u00f4ng vi\u1ec7c n\u00e0y 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:\/\/jobsgo.vn\/blog\/data-engineer-la-gi\/\" \/>\n<meta property=\"og:locale\" content=\"vi_VN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Data Engineer L\u00e0 G\u00ec? L\u00e0m Th\u1ebf N\u00e0o \u0110\u1ec3 Tr\u1edf Th\u00e0nh Data Engineer Chuy\u00ean Nghi\u1ec7p - JobsGO Blog\" \/>\n<meta property=\"og:description\" content=\"V\u1edbi xu th\u1ebf c\u00f4ng ngh\u1ec7 h\u00f3a hi\u1ec7n nay, Data Engineer \u0111ang l\u00e0 v\u1ecb tr\u00ed vi\u1ec7c l\u00e0m \u0111\u1ea7y tri\u1ec3n v\u1ecdng v\u1edbi m\u1ee9c thu nh\u1eadp cao, c\u01a1 h\u1ed9i vi\u1ec7c l\u00e0m \u0111a d\u1ea1ng. H\u00f4m nay h\u00e3y c\u00f9ng JobsGO \u0111i t\u00ecm hi\u1ec3u Data Engineer l\u00e0 g\u00ec v\u00e0 nh\u1eefng th\u00f4ng tin li\u00ean quan v\u1ec1 c\u00f4ng vi\u1ec7c n\u00e0y nh\u00e9.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/jobsgo.vn\/blog\/data-engineer-la-gi\/\" \/>\n<meta property=\"og:site_name\" content=\"JobsGO Blog\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/JobsGOVN\/\" \/>\n<meta property=\"article:published_time\" content=\"2024-05-30T10:17:39+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/jobsgo.vn\/blog\/wp-content\/uploads\/2024\/05\/data-1.png\" \/>\n\t<meta property=\"og:image:width\" content=\"678\" \/>\n\t<meta property=\"og:image:height\" content=\"430\" \/>\n<meta name=\"twitter:card\" content=\"summary\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"12 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Organization\",\"@id\":\"https:\/\/jobsgo.vn\/blog\/#organization\",\"name\":\"JobsGO\",\"url\":\"https:\/\/jobsgo.vn\/blog\/\",\"sameAs\":[\"https:\/\/www.facebook.com\/JobsGOVN\/\",\"http:\/\/instagram.com\/jobsgo_vn\",\"https:\/\/www.linkedin.com\/company\/josbgo.vn\"],\"logo\":{\"@type\":\"ImageObject\",\"@id\":\"https:\/\/jobsgo.vn\/blog\/#logo\",\"inLanguage\":\"vi\",\"url\":\"https:\/\/jobsgo.vn\/blog\/wp-content\/uploads\/2018\/01\/jobsgo-logo.png\",\"contentUrl\":\"https:\/\/jobsgo.vn\/blog\/wp-content\/uploads\/2018\/01\/jobsgo-logo.png\",\"width\":149,\"height\":161,\"caption\":\"JobsGO\"},\"image\":{\"@id\":\"https:\/\/jobsgo.vn\/blog\/#logo\"}},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/jobsgo.vn\/blog\/#website\",\"url\":\"https:\/\/jobsgo.vn\/blog\/\",\"name\":\"JobsGO Blog\",\"description\":\"T\u1ed5ng h\u1ee3p c\u00e1c b\u00ed quy\u1ebft t\u00ecm vi\u1ec7c v\u00e0 ph\u00e1t tri\u1ec3n s\u1ef1 nghi\u1ec7p v\u1edbi JobsGO\",\"publisher\":{\"@id\":\"https:\/\/jobsgo.vn\/blog\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":\"https:\/\/jobsgo.vn\/blog\/?s={search_term_string}\",\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"vi\"},{\"@type\":\"ImageObject\",\"@id\":\"https:\/\/jobsgo.vn\/blog\/data-engineer-la-gi\/#primaryimage\",\"inLanguage\":\"vi\",\"url\":\"https:\/\/media-blog.jobsgo.vn\/blog\/wp-content\/uploads\/2024\/05\/data-1.png\",\"contentUrl\":\"https:\/\/media-blog.jobsgo.vn\/blog\/wp-content\/uploads\/2024\/05\/data-1.png\",\"width\":\"678\",\"height\":\"430\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/jobsgo.vn\/blog\/data-engineer-la-gi\/#webpage\",\"url\":\"https:\/\/jobsgo.vn\/blog\/data-engineer-la-gi\/\",\"name\":\"1xbet login L\u00e0 G\u00ec? L\u00e0m Th\u1ebf N\u00e0o \u0110\u1ec3 Tr\u1edf Th\u00e0nh 1xbet login Chuy\u00ean Nghi\u1ec7p - JobsGO Blog\",\"isPartOf\":{\"@id\":\"https:\/\/jobsgo.vn\/blog\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/jobsgo.vn\/blog\/data-engineer-la-gi\/#primaryimage\"},\"datePublished\":\"2024-05-30T10:17:39+00:00\",\"dateModified\":\"2024-05-30T10:17:39+00:00\",\"description\":\"V\u1edbi xu th\u1ebf c\u00f4ng ngh\u1ec7 h\u00f3a hi\u1ec7n nay, 1xbet login \u0111ang l\u00e0 v\u1ecb tr\u00ed vi\u1ec7c l\u00e0m \u0111\u1ea7y tri\u1ec3n v\u1ecdng v\u1edbi m\u1ee9c thu nh\u1eadp cao, c\u01a1 h\u1ed9i vi\u1ec7c l\u00e0m \u0111a d\u1ea1ng. H\u00f4m nay h\u00e3y c\u00f9ng JobsGO \u0111i t\u00ecm hi\u1ec3u 1xbet login l\u00e0 g\u00ec v\u00e0 nh\u1eefng th\u00f4ng tin li\u00ean quan v\u1ec1 c\u00f4ng vi\u1ec7c n\u00e0y nh\u00e9.\",\"breadcrumb\":{\"@id\":\"https:\/\/jobsgo.vn\/blog\/data-engineer-la-gi\/#breadcrumb\"},\"inLanguage\":\"vi\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/jobsgo.vn\/blog\/data-engineer-la-gi\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/jobsgo.vn\/blog\/data-engineer-la-gi\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"item\":{\"@type\":\"WebPage\",\"@id\":\"https:\/\/jobsgo.vn\/blog\/\",\"url\":\"https:\/\/jobsgo.vn\/blog\/\",\"name\":\"Trang ch\u1ee7\"}},{\"@type\":\"ListItem\",\"position\":2,\"item\":{\"@id\":\"https:\/\/jobsgo.vn\/blog\/data-engineer-la-gi\/#webpage\"}}]},{\"@type\":\"Article\",\"@id\":\"https:\/\/jobsgo.vn\/blog\/data-engineer-la-gi\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/jobsgo.vn\/blog\/data-engineer-la-gi\/#webpage\"},\"author\":{\"@id\":\"https:\/\/jobsgo.vn\/blog\/#\/schema\/person\/ff84256d1acc4e9522a8d0201ff6eadb\"},\"headline\":\"1xbet login L\u00e0 G\u00ec? L\u00e0m Th\u1ebf N\u00e0o \u0110\u1ec3 Tr\u1edf Th\u00e0nh 1xbet login Chuy\u00ean Nghi\u1ec7p\",\"datePublished\":\"2024-05-30T10:17:39+00:00\",\"dateModified\":\"2024-05-30T10:17:39+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/jobsgo.vn\/blog\/data-engineer-la-gi\/#webpage\"},\"wordCount\":3456,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/jobsgo.vn\/blog\/#organization\"},\"image\":{\"@id\":\"https:\/\/jobsgo.vn\/blog\/data-engineer-la-gi\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/media-blog.jobsgo.vn\/blog\/wp-content\/uploads\/2024\/05\/data-1.png\",\"articleSection\":[\"N\u1ed5i B\u1eadt\"],\"inLanguage\":\"vi\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/jobsgo.vn\/blog\/data-engineer-la-gi\/#respond\"]}]},{\"@type\":\"Person\",\"@id\":\"https:\/\/jobsgo.vn\/blog\/#\/schema\/person\/ff84256d1acc4e9522a8d0201ff6eadb\",\"name\":\"ngotinhtam597@gmail.com\",\"image\":{\"@type\":\"ImageObject\",\"@id\":\"https:\/\/jobsgo.vn\/blog\/#personlogo\",\"inLanguage\":\"vi\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/0a720cba9c05939d3df7608a83371d6c?s=96&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/0a720cba9c05939d3df7608a83371d6c?s=96&r=g\",\"caption\":\"ngotinhtam597@gmail.com\"},\"url\":\"https:\/\/jobsgo.vn\/blog\/author\/ngotinhtam597gmail-com\/\"}]}<\/script>\n","featured_image_url":"https:\/\/media-blog.jobsgo.vn\/blog\/wp-content\/uploads\/2024\/05\/data-1-600x400.png","_links":{"self":[{"href":"https:\/\/jobsgo.vn\/blog\/wp-json\/wp\/v2\/posts\/71661"}],"collection":[{"href":"https:\/\/jobsgo.vn\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/jobsgo.vn\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/jobsgo.vn\/blog\/wp-json\/wp\/v2\/users\/75012"}],"replies":[{"embeddable":true,"href":"https:\/\/jobsgo.vn\/blog\/wp-json\/wp\/v2\/comments?post=71661"}],"version-history":[{"count":1,"href":"https:\/\/jobsgo.vn\/blog\/wp-json\/wp\/v2\/posts\/71661\/revisions"}],"predecessor-version":[{"id":71668,"href":"https:\/\/jobsgo.vn\/blog\/wp-json\/wp\/v2\/posts\/71661\/revisions\/71668"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/jobsgo.vn\/blog\/wp-json\/wp\/v2\/media\/71662"}],"wp:attachment":[{"href":"https:\/\/jobsgo.vn\/blog\/wp-json\/wp\/v2\/media?parent=71661"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/jobsgo.vn\/blog\/wp-json\/wp\/v2\/categories?post=71661"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/jobsgo.vn\/blog\/wp-json\/wp\/v2\/tags?post=71661"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}