{"id":7435,"date":"2022-06-28T15:01:19","date_gmt":"2022-06-28T18:01:19","guid":{"rendered":"https:\/\/agnosticit.com\/?page_id=7435"},"modified":"2022-06-29T23:55:41","modified_gmt":"2022-06-30T02:55:41","slug":"blo-data-engineering","status":"publish","type":"page","link":"https:\/\/agnosticit.com\/en\/middleware-datalake\/blo-data-engineering\/","title":{"rendered":"Data engineering"},"content":{"rendered":"<div data-elementor-type=\"wp-page\" data-elementor-id=\"7435\" class=\"elementor elementor-7435\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-ceb0950 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"ceb0950\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;_ob_glider_is_slider&quot;:&quot;no&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-83282f3\" data-id=\"83282f3\" data-element_type=\"column\" data-settings=\"{&quot;_ob_column_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_column_has_pseudo&quot;:&quot;no&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f10c437 ob-harakiri-inherit ob-has-background-overlay elementor-widget elementor-widget-heading\" data-id=\"f10c437\" data-element_type=\"widget\" data-settings=\"{&quot;_ob_use_harakiri&quot;:&quot;yes&quot;,&quot;_ob_harakiri_writing_mode&quot;:&quot;inherit&quot;,&quot;_ob_harakiri_text_clip&quot;:&quot;none&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">\u00bfQu\u00e9 es Data engineering? <\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3648ce8 ob-harakiri-inherit ob-has-background-overlay elementor-widget elementor-widget-heading\" data-id=\"3648ce8\" data-element_type=\"widget\" data-settings=\"{&quot;_ob_use_harakiri&quot;:&quot;yes&quot;,&quot;_ob_harakiri_writing_mode&quot;:&quot;inherit&quot;,&quot;_ob_harakiri_text_clip&quot;:&quot;none&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Cloudera<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e53da44 elementor-align-center elementor-mobile-align-left ob-has-background-overlay elementor-widget elementor-widget-post-info\" data-id=\"e53da44\" data-element_type=\"widget\" data-settings=\"{&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;}\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-ef11192 elementor-inline-item\" itemprop=\"datePublished\">\n\t\t\t\t\t\t<a href=\"https:\/\/agnosticit.com\/en\/2022\/06\/28\/\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-date\">\n\t\t\t\t\t\t\t\t\t\t28\/06\/2022\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<main data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-066ed74 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"066ed74\" data-element_type=\"section\" data-settings=\"{&quot;_ob_glider_is_slider&quot;:&quot;no&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-bb0aa19\" data-id=\"bb0aa19\" data-element_type=\"column\" data-settings=\"{&quot;_ob_column_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_column_has_pseudo&quot;:&quot;no&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7c3a2f8 ob-harakiri-inherit ob-has-background-overlay elementor-widget elementor-widget-text-editor\" data-id=\"7c3a2f8\" data-element_type=\"widget\" data-settings=\"{&quot;_ob_use_harakiri&quot;:&quot;yes&quot;,&quot;_ob_harakiri_writing_mode&quot;:&quot;inherit&quot;,&quot;_ob_postman_use&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Automatizaci\u00f3n, monitoreo avanzado, creaci\u00f3n de perfiles virtuales y m\u00e1s.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-d72fb62\" data-id=\"d72fb62\" data-element_type=\"column\" data-settings=\"{&quot;_ob_column_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_column_has_pseudo&quot;:&quot;no&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4868e1c ob-has-background-overlay elementor-widget elementor-widget-image\" data-id=\"4868e1c\" data-element_type=\"widget\" data-settings=\"{&quot;_ob_photomorph_use&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"600\" src=\"\/wp-content\/uploads\/2022\/06\/DATA-ENGINEERING_img_01-1024x768.jpg\" class=\"attachment-large size-large wp-image-7441\" alt=\"\" srcset=\"\/wp-content\/uploads\/2022\/06\/DATA-ENGINEERING_img_01-1024x768.jpg 1024w, \/wp-content\/uploads\/2022\/06\/DATA-ENGINEERING_img_01-300x225.jpg 300w, \/wp-content\/uploads\/2022\/06\/DATA-ENGINEERING_img_01-768x576.jpg 768w, \/wp-content\/uploads\/2022\/06\/DATA-ENGINEERING_img_01-1536x1152.jpg 1536w, \/wp-content\/uploads\/2022\/06\/DATA-ENGINEERING_img_01-2048x1536.jpg 2048w, \/wp-content\/uploads\/2022\/06\/DATA-ENGINEERING_img_01-16x12.jpg 16w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/main>\n\t\t\t\t<main data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-f8128ad elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f8128ad\" data-element_type=\"section\" data-settings=\"{&quot;_ob_glider_is_slider&quot;:&quot;no&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-25ef08c\" data-id=\"25ef08c\" data-element_type=\"column\" data-settings=\"{&quot;_ob_column_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_column_has_pseudo&quot;:&quot;no&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6ced3d6 ob-harakiri-inherit ob-has-background-overlay elementor-widget elementor-widget-text-editor\" data-id=\"6ced3d6\" data-element_type=\"widget\" data-settings=\"{&quot;_ob_use_harakiri&quot;:&quot;yes&quot;,&quot;_ob_harakiri_writing_mode&quot;:&quot;inherit&quot;,&quot;_ob_postman_use&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>CDP Data Engineering<\/strong> ofrece un <strong>conjunto de herramientas<\/strong> con todo incluido que <strong>permite la orquestaci\u00f3n de canalizaci\u00f3n de datos, la automatizaci\u00f3n, el monitoreo avanzado, la creaci\u00f3n de perfiles visuales y un conjunto de herramientas de administraci\u00f3n integral para optimizar los procesos<\/strong> de ETL y hacer que los datos complejos sean procesables en sus equipos anal\u00edticos.Ofrecido en AWS\/AZURE Cloudera Data Platform (CDP) como un servicio Apache Spark administrado en Kubernetes, CDE tiene capacidades \u00fanicas para mejorar la productividad de las cargas de trabajo de ingenier\u00eda de datos:<\/p><ul><li>Visual GUI-Monitoreo, resoluci\u00f3n de problemas y ajuste del rendimiento para una depuraci\u00f3n y resoluci\u00f3n de problemas m\u00e1s r\u00e1pidas<\/li><li>Apache Airflow nativo y API robustas para orquestar y automatizar la programaci\u00f3n de trabajos y entregar canalizaciones de datos complejas en cualquier lugar\u00a0 \u00a0 \u00a0<\/li><li>Aislamiento de recursos y gesti\u00f3n de trabajos centralizada basada en GUI Integraci\u00f3n del ciclo de vida de datos CDP y seguridad y gobierno SDX<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/main>\n\t\t\t\t<main data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-193a787 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"193a787\" data-element_type=\"section\" data-settings=\"{&quot;_ob_glider_is_slider&quot;:&quot;no&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6eba8d1\" data-id=\"6eba8d1\" data-element_type=\"column\" data-settings=\"{&quot;_ob_column_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_column_has_pseudo&quot;:&quot;no&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-bf6be99 elementor-toc--minimized-on-tablet ob-has-background-overlay elementor-widget elementor-widget-table-of-contents\" data-id=\"bf6be99\" data-element_type=\"widget\" data-settings=\"{&quot;exclude_headings_by_selector&quot;:[],&quot;headings_by_tags&quot;:[&quot;h2&quot;,&quot;h3&quot;,&quot;h4&quot;,&quot;h5&quot;,&quot;h6&quot;],&quot;marker_view&quot;:&quot;numbers&quot;,&quot;minimize_box&quot;:&quot;yes&quot;,&quot;minimized_on&quot;:&quot;tablet&quot;,&quot;hierarchical_view&quot;:&quot;yes&quot;,&quot;min_height&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;min_height_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;min_height_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;}\" data-widget_type=\"table-of-contents.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-toc__header\" aria-controls=\"elementor-toc__body\">\n\t\t\t<h4 class=\"elementor-toc__header-title\">\n\t\t\t\tTable of Contents\t\t\t<\/h4>\n\t\t\t\t\t\t\t<div class=\"elementor-toc__toggle-button elementor-toc__toggle-button--expand\" role=\"button\" tabindex=\"0\" aria-label=\"Open table of contents\"><i aria-hidden=\"true\" class=\"fas fa-chevron-down\"><\/i><\/div>\n\t\t\t\t<div class=\"elementor-toc__toggle-button elementor-toc__toggle-button--collapse\" role=\"button\" tabindex=\"0\" aria-label=\"Close table of contents\"><i aria-hidden=\"true\" class=\"fas fa-chevron-up\"><\/i><\/div>\n\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-toc__body\" aria-expanded=\"true\">\n\t\t\t<div class=\"elementor-toc__spinner-container\">\n\t\t\t\t<i class=\"elementor-toc__spinner eicon-animation-spin eicon-loading\" aria-hidden=\"true\"><\/i>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/main>\n\t\t\t\t<main data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-6ac2abd elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6ac2abd\" data-element_type=\"section\" data-settings=\"{&quot;_ob_glider_is_slider&quot;:&quot;no&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-9586bc1\" data-id=\"9586bc1\" data-element_type=\"column\" data-settings=\"{&quot;_ob_column_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_column_has_pseudo&quot;:&quot;no&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1bde97c ob-harakiri-inherit ob-has-background-overlay elementor-widget elementor-widget-heading\" data-id=\"1bde97c\" data-element_type=\"widget\" data-settings=\"{&quot;_ob_use_harakiri&quot;:&quot;yes&quot;,&quot;_ob_harakiri_writing_mode&quot;:&quot;inherit&quot;,&quot;_ob_harakiri_text_clip&quot;:&quot;none&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Caracter\u00edsticas clave de Cloudera Data Engineering<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bbba2ce ob-harakiri-inherit ob-has-background-overlay elementor-widget elementor-widget-heading\" data-id=\"bbba2ce\" data-element_type=\"widget\" data-settings=\"{&quot;_ob_use_harakiri&quot;:&quot;yes&quot;,&quot;_ob_harakiri_writing_mode&quot;:&quot;inherit&quot;,&quot;_ob_harakiri_text_clip&quot;:&quot;none&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">F\u00e1cil implementaci\u00f3n<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e6f828d ob-harakiri-inherit ob-has-background-overlay elementor-widget elementor-widget-text-editor\" data-id=\"e6f828d\" data-element_type=\"widget\" data-settings=\"{&quot;_ob_use_harakiri&quot;:&quot;yes&quot;,&quot;_ob_harakiri_writing_mode&quot;:&quot;inherit&quot;,&quot;_ob_postman_use&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Para un ingeniero de datos que ha creado su c\u00f3digo Spark en su pc, <strong>hemos hecho que la implementaci\u00f3n de trabajos est\u00e9 a un clic de distancia<\/strong>. El usuario puede usar un asistente simple donde puede definir todas las configuraciones clave de su trabajo.\u00a0<strong>CDE permite trabajos de Scala, Java y Python<\/strong>. Hemos mantenido la cantidad de campos requeridos para ejecutar un trabajo al m\u00ednimo, pero expusimos todas las configuraciones t\u00edpicas que los ingenieros de datos esperan: argumentos de tiempo de ejecuci\u00f3n, anulando configuraciones predeterminadas, incluidas dependencias y par\u00e1metros de recursos.caracter\u00edsticas clave de Cloudera Data Engineering<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/main>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-d575128 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d575128\" data-element_type=\"section\" data-settings=\"{&quot;_ob_glider_is_slider&quot;:&quot;no&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-57fad39\" data-id=\"57fad39\" data-element_type=\"column\" data-settings=\"{&quot;_ob_column_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_column_has_pseudo&quot;:&quot;no&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-27b9b7c ob-has-background-overlay elementor-widget elementor-widget-image\" data-id=\"27b9b7c\" data-element_type=\"widget\" data-settings=\"{&quot;_ob_photomorph_use&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"\/wp-content\/uploads\/2022\/05\/data-warehouse-img_02.png\" title=\"\" alt=\"\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<main data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-bbd5bc3 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"bbd5bc3\" data-element_type=\"section\" data-settings=\"{&quot;_ob_glider_is_slider&quot;:&quot;no&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-fb53a90\" data-id=\"fb53a90\" data-element_type=\"column\" data-settings=\"{&quot;_ob_column_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_column_has_pseudo&quot;:&quot;no&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d542252 ob-harakiri-inherit ob-has-background-overlay elementor-widget elementor-widget-heading\" data-id=\"d542252\" data-element_type=\"widget\" data-settings=\"{&quot;_ob_use_harakiri&quot;:&quot;yes&quot;,&quot;_ob_harakiri_writing_mode&quot;:&quot;inherit&quot;,&quot;_ob_harakiri_text_clip&quot;:&quot;none&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Flexible orquestaci\u00f3n con Apache Airflow<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-86c5eb5 ob-harakiri-inherit ob-has-background-overlay elementor-widget elementor-widget-text-editor\" data-id=\"86c5eb5\" data-element_type=\"widget\" data-settings=\"{&quot;_ob_use_harakiri&quot;:&quot;yes&quot;,&quot;_ob_harakiri_writing_mode&quot;:&quot;inherit&quot;,&quot;_ob_postman_use&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>CDE tiene un servicio de orquestaci\u00f3n completamente nuevo impulsado por <strong>Apache Airflow, la herramienta preferida para la ingenier\u00eda de datos moderna<\/strong>. Airflow permite definir canalizaciones mediante c\u00f3digo de Python que se representan como entidades llamadas DAG y permite orquestar varios trabajos, incluidos Spark, Hive e incluso secuencias de comandos de Python.\u00a0<strong>CDE se encarga autom\u00e1ticamente de generar la configuraci\u00f3n de Python de Airflow mediante el operador CDE personalizado<\/strong>. Al aprovechar Airflow, los ingenieros de datos pueden usar muchos de los cientos de operadores aportados por la comunidad para definir su propia canalizaci\u00f3n. Esto permitir\u00e1 la definici\u00f3n de DAG personalizados y la programaci\u00f3n de trabajos en funci\u00f3n de ciertos desencadenantes de eventos, como un archivo de entrada que aparece en un dep\u00f3sito S3 o ADLS. Esto es lo que hace que Airflow sea tan potente y flexible. <strong>Aseg\u00farese de realizar el recorrido de Airflow para obtener m\u00e1s informaci\u00f3n.<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/main>\n\t\t\t\t<main data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-7522818 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7522818\" data-element_type=\"section\" data-settings=\"{&quot;_ob_glider_is_slider&quot;:&quot;no&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-d197912\" data-id=\"d197912\" data-element_type=\"column\" data-settings=\"{&quot;_ob_column_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_column_has_pseudo&quot;:&quot;no&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-15dc036 ob-harakiri-inherit ob-has-background-overlay elementor-widget elementor-widget-heading\" data-id=\"15dc036\" data-element_type=\"widget\" data-settings=\"{&quot;_ob_use_harakiri&quot;:&quot;yes&quot;,&quot;_ob_harakiri_writing_mode&quot;:&quot;inherit&quot;,&quot;_ob_harakiri_text_clip&quot;:&quot;none&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Automatizaci\u00f3n de API<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0287458 ob-harakiri-inherit ob-has-background-overlay elementor-widget elementor-widget-text-editor\" data-id=\"0287458\" data-element_type=\"widget\" data-settings=\"{&quot;_ob_use_harakiri&quot;:&quot;yes&quot;,&quot;_ob_harakiri_writing_mode&quot;:&quot;inherit&quot;,&quot;_ob_postman_use&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>Un aspecto clave de ETL o ELT es la automatizaci\u00f3n.<\/strong> CDE est\u00e1 construido con un enfoque centrado en API para agilizar la automatizaci\u00f3n de canalizaci\u00f3n de datos a cualquier flujo de trabajo anal\u00edtico posterior. Todas las funciones de administraci\u00f3n de trabajos disponibles en la interfaz de usuario utilizan un conjunto consistente de API a las que se puede acceder a trav\u00e9s de una CLI y REST, lo que permite una integraci\u00f3n perfecta con los flujos de trabajo de CI\/CD existentes y herramientas de terceros.<br \/><br \/>Algunas de las entidades clave expuestas por la API:<br \/><br \/><strong>Los trabajos son la definici\u00f3n de algo que CDE puede ejecutar, generalmente compuesto por el tipo de aplicaci\u00f3n, el programa principal y la configuraci\u00f3n asociada. Por ejemplo, un programa Java que ejecuta Spark con configuraciones espec\u00edficas<\/strong>. CDE tambi\u00e9n es compatible con los tipos de trabajo de Airflow. Una ejecuci\u00f3n de trabajo es una ejecuci\u00f3n de un trabajo. Por ejemplo, una ejecuci\u00f3n de un trabajo de Spark en un cl\u00faster virtual de CDE.<br \/>Un recurso es un directorio de archivos que se pueden cargar en DE y luego hacer referencia a los trabajos. Esto suele ser para aplicaciones (p. ej., archivos .jar, .py) y archivos de referencia, y no para los datos sobre los que operar\u00e1 la ejecuci\u00f3n del trabajo.<\/p><p><br \/><br \/><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/main>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-4e8b4c6 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4e8b4c6\" data-element_type=\"section\" data-settings=\"{&quot;_ob_glider_is_slider&quot;:&quot;no&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-832869d\" data-id=\"832869d\" data-element_type=\"column\" data-settings=\"{&quot;_ob_column_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_column_has_pseudo&quot;:&quot;no&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-8c1c808 ob-has-background-overlay elementor-widget elementor-widget-image\" data-id=\"8c1c808\" data-element_type=\"widget\" data-settings=\"{&quot;_ob_photomorph_use&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"480\" src=\"\/wp-content\/uploads\/2022\/05\/data-driven-img-web_02-20-1024x614.png\" class=\"attachment-large size-large wp-image-6072\" alt=\"\" srcset=\"\/wp-content\/uploads\/2022\/05\/data-driven-img-web_02-20-1024x614.png 1024w, \/wp-content\/uploads\/2022\/05\/data-driven-img-web_02-20-300x180.png 300w, \/wp-content\/uploads\/2022\/05\/data-driven-img-web_02-20-768x461.png 768w, \/wp-content\/uploads\/2022\/05\/data-driven-img-web_02-20-1536x922.png 1536w, \/wp-content\/uploads\/2022\/05\/data-driven-img-web_02-20-2048x1229.png 2048w, \/wp-content\/uploads\/2022\/05\/data-driven-img-web_02-20-18x12.png 18w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<main data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-cec89b8 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"cec89b8\" data-element_type=\"section\" data-settings=\"{&quot;_ob_glider_is_slider&quot;:&quot;no&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-fbb377e\" data-id=\"fbb377e\" data-element_type=\"column\" data-settings=\"{&quot;_ob_column_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_column_has_pseudo&quot;:&quot;no&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-inner-section elementor-element elementor-element-4ccbecf elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4ccbecf\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;_ob_glider_is_slider&quot;:&quot;no&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-3d7dbd1\" data-id=\"3d7dbd1\" data-element_type=\"column\" data-settings=\"{&quot;_ob_column_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_column_has_pseudo&quot;:&quot;no&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-8410b5e ob-harakiri-inherit ob-has-background-overlay elementor-widget elementor-widget-heading\" data-id=\"8410b5e\" data-element_type=\"widget\" data-settings=\"{&quot;_ob_use_harakiri&quot;:&quot;yes&quot;,&quot;_ob_harakiri_writing_mode&quot;:&quot;inherit&quot;,&quot;_ob_harakiri_text_clip&quot;:&quot;none&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Share this article<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-76c7b99\" data-id=\"76c7b99\" data-element_type=\"column\" data-settings=\"{&quot;_ob_column_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_column_has_pseudo&quot;:&quot;no&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3fb2339 elementor-share-buttons--view-icon elementor-share-buttons--align-right elementor-share-buttons--skin-flat elementor-share-buttons--color-custom elementor-share-buttons-mobile--align-left elementor-share-buttons--shape-square elementor-grid-0 ob-has-background-overlay elementor-widget elementor-widget-share-buttons\" data-id=\"3fb2339\" data-element_type=\"widget\" data-settings=\"{&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;}\" data-widget_type=\"share-buttons.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-grid\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\">\n\t\t\t\t\t\t<div\n\t\t\t\t\t\t\tclass=\"elementor-share-btn elementor-share-btn_facebook\"\n\t\t\t\t\t\t\trole=\"button\"\n\t\t\t\t\t\t\ttabindex=\"0\"\n\t\t\t\t\t\t\taria-label=\"Share on facebook\"\n\t\t\t\t\t\t>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<i class=\"fab fa-facebook\" aria-hidden=\"true\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\">\n\t\t\t\t\t\t<div\n\t\t\t\t\t\t\tclass=\"elementor-share-btn elementor-share-btn_twitter\"\n\t\t\t\t\t\t\trole=\"button\"\n\t\t\t\t\t\t\ttabindex=\"0\"\n\t\t\t\t\t\t\taria-label=\"Share on twitter\"\n\t\t\t\t\t\t>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<i class=\"fab fa-twitter\" aria-hidden=\"true\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\">\n\t\t\t\t\t\t<div\n\t\t\t\t\t\t\tclass=\"elementor-share-btn elementor-share-btn_linkedin\"\n\t\t\t\t\t\t\trole=\"button\"\n\t\t\t\t\t\t\ttabindex=\"0\"\n\t\t\t\t\t\t\taria-label=\"Share on linkedin\"\n\t\t\t\t\t\t>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<i class=\"fab fa-linkedin\" aria-hidden=\"true\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/main>\n\t\t\t\t<main data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-8de0b87 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"8de0b87\" data-element_type=\"section\" data-settings=\"{&quot;_ob_glider_is_slider&quot;:&quot;no&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7575c0e\" data-id=\"7575c0e\" data-element_type=\"column\" data-settings=\"{&quot;_ob_column_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_column_has_pseudo&quot;:&quot;no&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f7f6261 ob-harakiri-inherit ob-has-background-overlay elementor-widget elementor-widget-heading\" data-id=\"f7f6261\" data-element_type=\"widget\" data-settings=\"{&quot;_ob_use_harakiri&quot;:&quot;yes&quot;,&quot;_ob_harakiri_writing_mode&quot;:&quot;inherit&quot;,&quot;_ob_harakiri_text_clip&quot;:&quot;none&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">M\u00e1s art\u00edculos<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/main>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-2621f40 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2621f40\" data-element_type=\"section\" data-settings=\"{&quot;_ob_glider_is_slider&quot;:&quot;no&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-19015bd\" data-id=\"19015bd\" data-element_type=\"column\" data-settings=\"{&quot;_ob_column_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_column_has_pseudo&quot;:&quot;no&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-54279cd elementor-grid-3 elementor-grid-tablet-2 elementor-grid-mobile-1 elementor-posts--thumbnail-top ob-has-background-overlay elementor-widget elementor-widget-posts\" data-id=\"54279cd\" data-element_type=\"widget\" data-settings=\"{&quot;classic_columns&quot;:&quot;3&quot;,&quot;classic_columns_tablet&quot;:&quot;2&quot;,&quot;classic_columns_mobile&quot;:&quot;1&quot;,&quot;classic_row_gap&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:35,&quot;sizes&quot;:[]},&quot;classic_row_gap_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;classic_row_gap_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;}\" data-widget_type=\"posts.classic\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-posts-container elementor-posts elementor-posts--skin-classic elementor-grid\">\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-1355 post type-post status-publish format-standard has-post-thumbnail hentry category-staffing tag-busqueda-de-personal tag-busqueda-y-seleccion-de-personal tag-seleccion-de-personal tag-staffing\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/agnosticit.com\/en\/blog-busqueda-seleccion-personal-it\/\" >\n\t\t\t<div class=\"elementor-post__thumbnail\"><img decoding=\"async\" width=\"300\" height=\"158\" src=\"\/wp-content\/uploads\/2021\/06\/Busquedas-y-seleccion-de-personal-IT-Tendencias-y-curiosidades-300x158.png\" class=\"attachment-medium size-medium wp-image-8981\" alt=\"\" srcset=\"\/wp-content\/uploads\/2021\/06\/Busquedas-y-seleccion-de-personal-IT-Tendencias-y-curiosidades-300x158.png 300w, \/wp-content\/uploads\/2021\/06\/Busquedas-y-seleccion-de-personal-IT-Tendencias-y-curiosidades-1024x538.png 1024w, \/wp-content\/uploads\/2021\/06\/Busquedas-y-seleccion-de-personal-IT-Tendencias-y-curiosidades-768x404.png 768w, \/wp-content\/uploads\/2021\/06\/Busquedas-y-seleccion-de-personal-IT-Tendencias-y-curiosidades-18x9.png 18w, \/wp-content\/uploads\/2021\/06\/Busquedas-y-seleccion-de-personal-IT-Tendencias-y-curiosidades.png 1201w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/div>\n\t\t<\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/agnosticit.com\/en\/blog-busqueda-seleccion-personal-it\/\" >\n\t\t\t\tIT personnel searches and selection: Trends and curiosities\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<div class=\"elementor-post__meta-data\">\n\t\t\t\t\t<span class=\"elementor-post-date\">\n\t\t\t27\/03\/2024\t\t<\/span>\n\t\t\t\t<span class=\"elementor-post-avatar\">\n\t\t\tNo Comments\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-post__excerpt\">\n\t\t\t<p>Regarding the search for personnel, the most difficult positions to fill are technical, followed by qualified trades and then those related to the IT world.<\/p>\n\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/agnosticit.com\/en\/blog-busqueda-seleccion-personal-it\/\" aria-label=\"Read more about B\u00fasquedas y selecci\u00f3n de personal IT: Tendencias y curiosidades\" >\n\t\t\tRead More \u00bb\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-1161 post type-post status-publish format-standard hentry category-rpa tag-procesos-rpa tag-rpa-tecnologia tag-software-rpa tag-solucion-rpa\">\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/agnosticit.com\/en\/blog-eficiencia-empresarial-robotic-process-automation\/\" >\n\t\t\t\tBusiness Efficiency: Optimization with Robotic Process Automation\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<div class=\"elementor-post__meta-data\">\n\t\t\t\t\t<span class=\"elementor-post-date\">\n\t\t\t27\/03\/2024\t\t<\/span>\n\t\t\t\t<span class=\"elementor-post-avatar\">\n\t\t\t2 Comments\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-post__excerpt\">\n\t\t\t<p>With the implementation of RPA solutions you will be able to increase productivity within your organization, assign your teams to higher value tasks and improve the end customer experience.<\/p>\n\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/agnosticit.com\/en\/blog-eficiencia-empresarial-robotic-process-automation\/\" aria-label=\"Read more about Eficiencia Empresarial: Optimizaci\u00f3n con Robotic Process Automation\" >\n\t\t\tRead More \u00bb\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-4201 post type-post status-publish format-standard has-post-thumbnail hentry category-automatizaciones category-salesforce\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/agnosticit.com\/en\/marketing-automacion-que-es\/\" >\n\t\t\t<div class=\"elementor-post__thumbnail\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"158\" src=\"\/wp-content\/uploads\/2021\/12\/Buyer-persona-Que-son-y-como-crearlos-dentro-de-una-estrategia-de-inbound-marketing-300x158.png\" class=\"attachment-medium size-medium wp-image-8984\" alt=\"\" srcset=\"\/wp-content\/uploads\/2021\/12\/Buyer-persona-Que-son-y-como-crearlos-dentro-de-una-estrategia-de-inbound-marketing-300x158.png 300w, \/wp-content\/uploads\/2021\/12\/Buyer-persona-Que-son-y-como-crearlos-dentro-de-una-estrategia-de-inbound-marketing-1024x538.png 1024w, \/wp-content\/uploads\/2021\/12\/Buyer-persona-Que-son-y-como-crearlos-dentro-de-una-estrategia-de-inbound-marketing-768x404.png 768w, \/wp-content\/uploads\/2021\/12\/Buyer-persona-Que-son-y-como-crearlos-dentro-de-una-estrategia-de-inbound-marketing-18x9.png 18w, \/wp-content\/uploads\/2021\/12\/Buyer-persona-Que-son-y-como-crearlos-dentro-de-una-estrategia-de-inbound-marketing.png 1201w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/div>\n\t\t<\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/agnosticit.com\/en\/marketing-automacion-que-es\/\" >\n\t\t\t\tMarketing automaci\u00f3n: en qu\u00e9 consiste exactamente y c\u00f3mo utilizarlo para potenciar los equipos de trabajo\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<div class=\"elementor-post__meta-data\">\n\t\t\t\t\t<span class=\"elementor-post-date\">\n\t\t\t27\/03\/2024\t\t<\/span>\n\t\t\t\t<span class=\"elementor-post-avatar\">\n\t\t\tNo Comments\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-post__excerpt\">\n\t\t\t<p>What are the main benefits of marketing automation and how you can apply it within a marketing strategy. <\/p>\n\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/agnosticit.com\/en\/marketing-automacion-que-es\/\" aria-label=\"Read more about Marketing automaci\u00f3n: en qu\u00e9 consiste exactamente y c\u00f3mo utilizarlo para potenciar los equipos de trabajo\" >\n\t\t\tRead More \u00bb\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<\/article>\n\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>\u00bfQu\u00e9 es Data engineering? Cloudera Automatizaci\u00f3n, monitoreo avanzado, creaci\u00f3n de perfiles virtuales y m\u00e1s. CDP Data Engineering ofrece un conjunto de herramientas con todo incluido que permite la orquestaci\u00f3n de [&hellip;]<\/p>","protected":false},"author":1,"featured_media":7437,"parent":6070,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_eb_attr":"","_price":"","_stock":"","_tribe_ticket_header":"","_tribe_default_ticket_provider":"","_ticket_start_date":"","_ticket_end_date":"","_tribe_ticket_show_description":"","_tribe_ticket_show_not_going":false,"_tribe_ticket_use_global_stock":"","_tribe_ticket_global_stock_level":"","_global_stock_mode":"","_global_stock_cap":"","_tribe_rsvp_for_event":"","_tribe_ticket_going_count":"","_tribe_ticket_not_going_count":"","_tribe_tickets_list":"[]","_tribe_ticket_has_attendee_info_fields":false,"footnotes":"","_tec_slr_enabled":"","_tec_slr_layout":""},"yst_prominent_words":[],"class_list":["post-7435","page","type-page","status-publish","has-post-thumbnail","hentry"],"ticketed":false,"_links":{"self":[{"href":"https:\/\/agnosticit.com\/en\/wp-json\/wp\/v2\/pages\/7435","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/agnosticit.com\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/agnosticit.com\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/agnosticit.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/agnosticit.com\/en\/wp-json\/wp\/v2\/comments?post=7435"}],"version-history":[{"count":0,"href":"https:\/\/agnosticit.com\/en\/wp-json\/wp\/v2\/pages\/7435\/revisions"}],"up":[{"embeddable":true,"href":"https:\/\/agnosticit.com\/en\/wp-json\/wp\/v2\/pages\/6070"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/agnosticit.com\/en\/wp-json\/wp\/v2\/media\/7437"}],"wp:attachment":[{"href":"https:\/\/agnosticit.com\/en\/wp-json\/wp\/v2\/media?parent=7435"}],"wp:term":[{"taxonomy":"yst_prominent_words","embeddable":true,"href":"https:\/\/agnosticit.com\/en\/wp-json\/wp\/v2\/yst_prominent_words?post=7435"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}