{"id":40286,"date":"2020-11-17T17:51:00","date_gmt":"2020-11-17T16:51:00","guid":{"rendered":"https:\/\/www.irion-edm.com\/sin-categorizar\/que-es-dataops\/"},"modified":"2024-06-19T15:21:58","modified_gmt":"2024-06-19T13:21:58","slug":"que-es-dataops","status":"publish","type":"post","link":"https:\/\/www.irion-edm.com\/es\/news\/que-es-dataops\/","title":{"rendered":"\u00bfQu\u00e9 es DataOps?"},"content":{"rendered":"

DataOps es el conjunto de pr\u00e1cticas de colaboraci\u00f3n y t\u00e9cnicas clave de gesti\u00f3n de datos centradas en la mejora de la comunicaci\u00f3n, la integraci\u00f3n y la automatizaci\u00f3n de los flujos de datos entre los gestores y los usuarios de datos de una organizaci\u00f3n.<\/strong><\/span><\/p>\n

DataOps es la contracci\u00f3n de los t\u00e9rminos \u00abData<\/strong>\u00bb & \u00abOperations<\/strong>\u00bb y tiene su origen en la disciplina DevOps (Software Dev<\/strong>elopment & IT Op<\/strong>erations) adapt\u00e1ndola obviamente a los problemas t\u00edpicos de los procesos de an\u00e1lisis de datos.<\/p>\n

El objetivo de las DataOps, en la onda de las metodolog\u00edas \u00e1giles, es proporcionar nuevos modelos de trabajo y colaboraci\u00f3n para generar valor para la empresa m\u00e1s r\u00e1pidamente. DataOps utiliza la tecnolog\u00eda para automatizar el dise\u00f1o, la gesti\u00f3n y la distribuci\u00f3n de los datos con los niveles adecuados de gobernanza, y emplea los metadatos para mejorar la usabilidad y el valor de la informaci\u00f3n en entornos din\u00e1micos.<\/strong><\/p>\n

\u00bfC\u00f3mo funciona DataOps?<\/h2>\n

En los proyectos de datos y an\u00e1lisis, los cambios en los requisitos son m\u00e1s numerosos e importantes cuanto m\u00e1s tiempo transcurre entre su definici\u00f3n inicial y la puesta en marcha de la soluci\u00f3n. En muchos casos, estos cambios implican una reelaboraci\u00f3n completa de la canalizaci\u00f3n de datos porque no existe una visi\u00f3n com\u00fan y compartida de las dependencias y artefactos producidos por los diferentes roles de los equipos.<\/p>\n

Para superar estas situaciones y aumentar la eficiencia de los procesos, en un mundo en el que el volumen de datos en las empresas no deja de crecer, el manifiesto de DataOps destaca algunos puntos clave como la colaboraci\u00f3n (a trav\u00e9s del intercambio continuo de opiniones de las partes interesadas), la calidad de los datos, las publicaciones frecuentes en estilo totalmente \u00e1gil, la disponibilidad y las normas de gobernanza destinadas a proporcionar canalizaciones de datos a las personas adecuadas, en el momento adecuado, desde cualquier fuente.<\/p>\n

Pero entremos en detalles. En un reciente documento de Gartner (Introducing DataOps Into Your Data Management Discipline,<\/em> 31 de octubre de 2019, Ted Friedman & Nick Heudecker), enumeran los principales retos a los que se enfrentan los l\u00edderes de Data & Analytics a la hora de implementar y operar soluciones modernas de uso intensivo de datos y sugieren un recorrido para asentar un modelo de gesti\u00f3n<\/strong> que pueda superar estos retos. Estas son las principales caracter\u00edsticas de este paradigma:<\/p>\n

    \n
  • Mayor frecuencia de lanzamientos:<\/strong> lanzamientos r\u00e1pidos y apreciados por los desarrolladores de nuevas funcionalidades que facilitan la gesti\u00f3n de los cambios en los requisitos, tanto en la fase de dise\u00f1o como a lo largo del ciclo de vida de la soluci\u00f3n;<\/li>\n
  • Automatizaci\u00f3n de las pruebas:<\/strong> la reducci\u00f3n de la participaci\u00f3n humana en las fases de prueba, como las pruebas de no regresi\u00f3n, permite acelerar los lanzamientos;<\/li>\n
  • Metadatos y gesti\u00f3n de versiones:<\/strong> el aumento de la frecuencia y el n\u00famero de lanzamientos requiere la presencia de un sistema de control de versiones; adem\u00e1s, cada versi\u00f3n de una soluci\u00f3n intensiva en datos implica cambios que pueden expresarse mediante metadatos; estos metadatos, puestos a disposici\u00f3n de todos los roles que participan en el pipeline de datos, garantizan una gesti\u00f3n eficaz y compartida de los cambios;<\/li>\n
  • Supervisi\u00f3n constante:<\/strong> un seguimiento continuo del funcionamiento y el uso del conducto de datos permite identificar y abordar los fallos y las oportunidades para mejorar la funcionalidad y el rendimiento;
    \nColaboraci\u00f3n entre todas las funciones implicadas: la comunicaci\u00f3n constante entre todas las partes interesadas, basada en los metadatos disponibles en un entorno de colaboraci\u00f3n, es fundamental para garantizar la r\u00e1pida publicaci\u00f3n de componentes de calidad.<\/li>\n<\/ul>\n

    Por lo tanto, para habilitar las pr\u00e1cticas de DataOps, es necesario:<\/p>\n

      \n
    • ser capaz de extraer datos de una mir\u00edada de fuentes<\/strong> (dondequiera que residan en la nube o en las instalaciones),
      \nalinearlos en un cat\u00e1logo de metadatos flexible (donde los datos son f\u00e1cilmente accesibles, etiquetados, anotados, enriquecidos y compartidos),<\/li>\n
    • automatizar las pruebas,<\/strong><\/li>\n
    • posibilitar la supervisi\u00f3n continua<\/strong> permitiendo a las organizaciones orquestar eficazmente<\/strong> sus actuales sistemas de gesti\u00f3n de datos<\/strong> para impulsar su rendimiento y facilitar as\u00ed el trabajo de los ingenieros de datos, cient\u00edficos de datos, analistas de datos, administradores de datos, propietarios de datos, usuarios de datos, …<\/li>\n<\/ul>\n

      Todas las capacidades clave para mejorar los activos de informaci\u00f3n de una empresa a la velocidad y la calidad que requiere el negocio de nuestro tiempo<\/strong>.\u00a0 Estos son los principios que siempre han guiado la evoluci\u00f3n de Irion EDM<\/strong>, al servicio de sus clientes.<\/p>\n","protected":false},"excerpt":{"rendered":"

      DataOps es el conjunto de pr\u00e1cticas de colaboraci\u00f3n y t\u00e9cnicas clave de gesti\u00f3n de datos centradas en la mejora de la comunicaci\u00f3n, la integraci\u00f3n y la automatizaci\u00f3n de los flujos de datos entre los gestores y los usuarios de datos de una organizaci\u00f3n. DataOps es la contracci\u00f3n de los t\u00e9rminos \u00abData\u00bb & \u00abOperations\u00bb y tiene […]<\/p>\n","protected":false},"author":191,"featured_media":40288,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[745,109],"tags":[],"settori":[],"topics":[763],"cliente":[],"partner":[],"authors":[],"personas":[],"knowledge_area":[],"use_cases":[],"class_list":["post-40286","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news","category-notizie"],"acf":[],"yoast_head":"\n\u00bfQu\u00e9 es DataOps? - Irion<\/title>\n<meta name=\"description\" content=\"Tiene su origen en la disciplina DevOps (Software Development & IT Operations) adapt\u00e1ndola a los problemas t\u00edpicos de an\u00e1lisis de datos\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.irion-edm.com\/es\/news\/que-es-dataops\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u00bfQu\u00e9 es DataOps? - Irion\" \/>\n<meta property=\"og:description\" content=\"Tiene su origen en la disciplina DevOps (Software Development & IT Operations) adapt\u00e1ndola a los problemas t\u00edpicos de an\u00e1lisis de datos\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.irion-edm.com\/es\/news\/que-es-dataops\/\" \/>\n<meta property=\"og:site_name\" content=\"Irion\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/irion.edm\/\" \/>\n<meta property=\"article:published_time\" content=\"2020-11-17T16:51:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-06-19T13:21:58+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.irion-edm.com\/wp-content\/uploads\/2021\/01\/What-is-DataOps.png\" \/>\n\t<meta property=\"og:image:width\" content=\"866\" \/>\n\t<meta property=\"og:image:height\" content=\"487\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Team Marketing\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@irion_edm\" \/>\n<meta name=\"twitter:site\" content=\"@irion_edm\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.irion-edm.com\\\/es\\\/news\\\/que-es-dataops\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.irion-edm.com\\\/es\\\/news\\\/que-es-dataops\\\/\"},\"author\":{\"name\":\"Team Marketing\",\"@id\":\"https:\\\/\\\/www.irion-edm.com\\\/es\\\/#\\\/schema\\\/person\\\/8e06fbbf02a485c63c7e6f382d3e481d\"},\"headline\":\"\u00bfQu\u00e9 es DataOps?\",\"datePublished\":\"2020-11-17T16:51:00+00:00\",\"dateModified\":\"2024-06-19T13:21:58+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.irion-edm.com\\\/es\\\/news\\\/que-es-dataops\\\/\"},\"wordCount\":790,\"publisher\":{\"@id\":\"https:\\\/\\\/www.irion-edm.com\\\/es\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/www.irion-edm.com\\\/es\\\/news\\\/que-es-dataops\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.irion-edm.com\\\/wp-content\\\/uploads\\\/2021\\\/01\\\/What-is-DataOps.png\",\"articleSection\":[\"News\",\"Notizie\"],\"inLanguage\":\"es\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.irion-edm.com\\\/es\\\/news\\\/que-es-dataops\\\/\",\"url\":\"https:\\\/\\\/www.irion-edm.com\\\/es\\\/news\\\/que-es-dataops\\\/\",\"name\":\"\u00bfQu\u00e9 es DataOps? - Irion\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.irion-edm.com\\\/es\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.irion-edm.com\\\/es\\\/news\\\/que-es-dataops\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.irion-edm.com\\\/es\\\/news\\\/que-es-dataops\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.irion-edm.com\\\/wp-content\\\/uploads\\\/2021\\\/01\\\/What-is-DataOps.png\",\"datePublished\":\"2020-11-17T16:51:00+00:00\",\"dateModified\":\"2024-06-19T13:21:58+00:00\",\"description\":\"Tiene su origen en la disciplina DevOps (Software Development & IT Operations) adapt\u00e1ndola a los problemas t\u00edpicos de an\u00e1lisis de datos\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.irion-edm.com\\\/es\\\/news\\\/que-es-dataops\\\/#breadcrumb\"},\"inLanguage\":\"es\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.irion-edm.com\\\/es\\\/news\\\/que-es-dataops\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"es\",\"@id\":\"https:\\\/\\\/www.irion-edm.com\\\/es\\\/news\\\/que-es-dataops\\\/#primaryimage\",\"url\":\"https:\\\/\\\/www.irion-edm.com\\\/wp-content\\\/uploads\\\/2021\\\/01\\\/What-is-DataOps.png\",\"contentUrl\":\"https:\\\/\\\/www.irion-edm.com\\\/wp-content\\\/uploads\\\/2021\\\/01\\\/What-is-DataOps.png\",\"width\":866,\"height\":487},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.irion-edm.com\\\/es\\\/news\\\/que-es-dataops\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/www.irion-edm.com\\\/es\\\/home\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u00bfQu\u00e9 es DataOps?\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.irion-edm.com\\\/es\\\/#website\",\"url\":\"https:\\\/\\\/www.irion-edm.com\\\/es\\\/\",\"name\":\"Irion\",\"description\":\"Enterprise Data Management\",\"publisher\":{\"@id\":\"https:\\\/\\\/www.irion-edm.com\\\/es\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.irion-edm.com\\\/es\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"es\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/www.irion-edm.com\\\/es\\\/#organization\",\"name\":\"Irion\",\"url\":\"https:\\\/\\\/www.irion-edm.com\\\/es\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"es\",\"@id\":\"https:\\\/\\\/www.irion-edm.com\\\/es\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/www.irion-edm.com\\\/wp-content\\\/uploads\\\/2019\\\/06\\\/logo-164.png\",\"contentUrl\":\"https:\\\/\\\/www.irion-edm.com\\\/wp-content\\\/uploads\\\/2019\\\/06\\\/logo-164.png\",\"width\":164,\"height\":56,\"caption\":\"Irion\"},\"image\":{\"@id\":\"https:\\\/\\\/www.irion-edm.com\\\/es\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/irion.edm\\\/\",\"https:\\\/\\\/x.com\\\/irion_edm\",\"https:\\\/\\\/www.linkedin.com\\\/company\\\/899665\\\/\",\"https:\\\/\\\/www.youtube.com\\\/channel\\\/UCoSbxRz4vKZXWN4BAXlTN0w\\\/\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/www.irion-edm.com\\\/es\\\/#\\\/schema\\\/person\\\/8e06fbbf02a485c63c7e6f382d3e481d\",\"name\":\"Team Marketing\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"es\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/161c76613f9c5cc2fdb474c11e5bea57f088f7021071a395f82f49d33f60deb2?s=96&d=https%3A%2F%2Fwww.irion-edm.com%2Fwp-content%2Fthemes%2Fthegem%2Fimages%2Fdefault-avatar.png&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/161c76613f9c5cc2fdb474c11e5bea57f088f7021071a395f82f49d33f60deb2?s=96&d=https%3A%2F%2Fwww.irion-edm.com%2Fwp-content%2Fthemes%2Fthegem%2Fimages%2Fdefault-avatar.png&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/161c76613f9c5cc2fdb474c11e5bea57f088f7021071a395f82f49d33f60deb2?s=96&d=https%3A%2F%2Fwww.irion-edm.com%2Fwp-content%2Fthemes%2Fthegem%2Fimages%2Fdefault-avatar.png&r=g\",\"caption\":\"Team Marketing\"}}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u00bfQu\u00e9 es DataOps? - Irion","description":"Tiene su origen en la disciplina DevOps (Software Development & IT Operations) adapt\u00e1ndola a los problemas t\u00edpicos de an\u00e1lisis de datos","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.irion-edm.com\/es\/news\/que-es-dataops\/","og_locale":"es_ES","og_type":"article","og_title":"\u00bfQu\u00e9 es DataOps? - Irion","og_description":"Tiene su origen en la disciplina DevOps (Software Development & IT Operations) adapt\u00e1ndola a los problemas t\u00edpicos de an\u00e1lisis de datos","og_url":"https:\/\/www.irion-edm.com\/es\/news\/que-es-dataops\/","og_site_name":"Irion","article_publisher":"https:\/\/www.facebook.com\/irion.edm\/","article_published_time":"2020-11-17T16:51:00+00:00","article_modified_time":"2024-06-19T13:21:58+00:00","og_image":[{"width":866,"height":487,"url":"https:\/\/www.irion-edm.com\/wp-content\/uploads\/2021\/01\/What-is-DataOps.png","type":"image\/png"}],"author":"Team Marketing","twitter_card":"summary_large_image","twitter_creator":"@irion_edm","twitter_site":"@irion_edm","schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.irion-edm.com\/es\/news\/que-es-dataops\/#article","isPartOf":{"@id":"https:\/\/www.irion-edm.com\/es\/news\/que-es-dataops\/"},"author":{"name":"Team Marketing","@id":"https:\/\/www.irion-edm.com\/es\/#\/schema\/person\/8e06fbbf02a485c63c7e6f382d3e481d"},"headline":"\u00bfQu\u00e9 es DataOps?","datePublished":"2020-11-17T16:51:00+00:00","dateModified":"2024-06-19T13:21:58+00:00","mainEntityOfPage":{"@id":"https:\/\/www.irion-edm.com\/es\/news\/que-es-dataops\/"},"wordCount":790,"publisher":{"@id":"https:\/\/www.irion-edm.com\/es\/#organization"},"image":{"@id":"https:\/\/www.irion-edm.com\/es\/news\/que-es-dataops\/#primaryimage"},"thumbnailUrl":"https:\/\/www.irion-edm.com\/wp-content\/uploads\/2021\/01\/What-is-DataOps.png","articleSection":["News","Notizie"],"inLanguage":"es"},{"@type":"WebPage","@id":"https:\/\/www.irion-edm.com\/es\/news\/que-es-dataops\/","url":"https:\/\/www.irion-edm.com\/es\/news\/que-es-dataops\/","name":"\u00bfQu\u00e9 es DataOps? - Irion","isPartOf":{"@id":"https:\/\/www.irion-edm.com\/es\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.irion-edm.com\/es\/news\/que-es-dataops\/#primaryimage"},"image":{"@id":"https:\/\/www.irion-edm.com\/es\/news\/que-es-dataops\/#primaryimage"},"thumbnailUrl":"https:\/\/www.irion-edm.com\/wp-content\/uploads\/2021\/01\/What-is-DataOps.png","datePublished":"2020-11-17T16:51:00+00:00","dateModified":"2024-06-19T13:21:58+00:00","description":"Tiene su origen en la disciplina DevOps (Software Development & IT Operations) adapt\u00e1ndola a los problemas t\u00edpicos de an\u00e1lisis de datos","breadcrumb":{"@id":"https:\/\/www.irion-edm.com\/es\/news\/que-es-dataops\/#breadcrumb"},"inLanguage":"es","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.irion-edm.com\/es\/news\/que-es-dataops\/"]}]},{"@type":"ImageObject","inLanguage":"es","@id":"https:\/\/www.irion-edm.com\/es\/news\/que-es-dataops\/#primaryimage","url":"https:\/\/www.irion-edm.com\/wp-content\/uploads\/2021\/01\/What-is-DataOps.png","contentUrl":"https:\/\/www.irion-edm.com\/wp-content\/uploads\/2021\/01\/What-is-DataOps.png","width":866,"height":487},{"@type":"BreadcrumbList","@id":"https:\/\/www.irion-edm.com\/es\/news\/que-es-dataops\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.irion-edm.com\/es\/home\/"},{"@type":"ListItem","position":2,"name":"\u00bfQu\u00e9 es DataOps?"}]},{"@type":"WebSite","@id":"https:\/\/www.irion-edm.com\/es\/#website","url":"https:\/\/www.irion-edm.com\/es\/","name":"Irion","description":"Enterprise Data Management","publisher":{"@id":"https:\/\/www.irion-edm.com\/es\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.irion-edm.com\/es\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"es"},{"@type":"Organization","@id":"https:\/\/www.irion-edm.com\/es\/#organization","name":"Irion","url":"https:\/\/www.irion-edm.com\/es\/","logo":{"@type":"ImageObject","inLanguage":"es","@id":"https:\/\/www.irion-edm.com\/es\/#\/schema\/logo\/image\/","url":"https:\/\/www.irion-edm.com\/wp-content\/uploads\/2019\/06\/logo-164.png","contentUrl":"https:\/\/www.irion-edm.com\/wp-content\/uploads\/2019\/06\/logo-164.png","width":164,"height":56,"caption":"Irion"},"image":{"@id":"https:\/\/www.irion-edm.com\/es\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/irion.edm\/","https:\/\/x.com\/irion_edm","https:\/\/www.linkedin.com\/company\/899665\/","https:\/\/www.youtube.com\/channel\/UCoSbxRz4vKZXWN4BAXlTN0w\/"]},{"@type":"Person","@id":"https:\/\/www.irion-edm.com\/es\/#\/schema\/person\/8e06fbbf02a485c63c7e6f382d3e481d","name":"Team Marketing","image":{"@type":"ImageObject","inLanguage":"es","@id":"https:\/\/secure.gravatar.com\/avatar\/161c76613f9c5cc2fdb474c11e5bea57f088f7021071a395f82f49d33f60deb2?s=96&d=https%3A%2F%2Fwww.irion-edm.com%2Fwp-content%2Fthemes%2Fthegem%2Fimages%2Fdefault-avatar.png&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/161c76613f9c5cc2fdb474c11e5bea57f088f7021071a395f82f49d33f60deb2?s=96&d=https%3A%2F%2Fwww.irion-edm.com%2Fwp-content%2Fthemes%2Fthegem%2Fimages%2Fdefault-avatar.png&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/161c76613f9c5cc2fdb474c11e5bea57f088f7021071a395f82f49d33f60deb2?s=96&d=https%3A%2F%2Fwww.irion-edm.com%2Fwp-content%2Fthemes%2Fthegem%2Fimages%2Fdefault-avatar.png&r=g","caption":"Team Marketing"}}]}},"_links":{"self":[{"href":"https:\/\/www.irion-edm.com\/es\/wp-json\/wp\/v2\/posts\/40286","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.irion-edm.com\/es\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.irion-edm.com\/es\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.irion-edm.com\/es\/wp-json\/wp\/v2\/users\/191"}],"replies":[{"embeddable":true,"href":"https:\/\/www.irion-edm.com\/es\/wp-json\/wp\/v2\/comments?post=40286"}],"version-history":[{"count":0,"href":"https:\/\/www.irion-edm.com\/es\/wp-json\/wp\/v2\/posts\/40286\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.irion-edm.com\/es\/wp-json\/wp\/v2\/media\/40288"}],"wp:attachment":[{"href":"https:\/\/www.irion-edm.com\/es\/wp-json\/wp\/v2\/media?parent=40286"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.irion-edm.com\/es\/wp-json\/wp\/v2\/categories?post=40286"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.irion-edm.com\/es\/wp-json\/wp\/v2\/tags?post=40286"},{"taxonomy":"settori","embeddable":true,"href":"https:\/\/www.irion-edm.com\/es\/wp-json\/wp\/v2\/settori?post=40286"},{"taxonomy":"topics","embeddable":true,"href":"https:\/\/www.irion-edm.com\/es\/wp-json\/wp\/v2\/topics?post=40286"},{"taxonomy":"cliente","embeddable":true,"href":"https:\/\/www.irion-edm.com\/es\/wp-json\/wp\/v2\/cliente?post=40286"},{"taxonomy":"partner","embeddable":true,"href":"https:\/\/www.irion-edm.com\/es\/wp-json\/wp\/v2\/partner?post=40286"},{"taxonomy":"authors","embeddable":true,"href":"https:\/\/www.irion-edm.com\/es\/wp-json\/wp\/v2\/authors?post=40286"},{"taxonomy":"personas","embeddable":true,"href":"https:\/\/www.irion-edm.com\/es\/wp-json\/wp\/v2\/personas?post=40286"},{"taxonomy":"knowledge_area","embeddable":true,"href":"https:\/\/www.irion-edm.com\/es\/wp-json\/wp\/v2\/knowledge_area?post=40286"},{"taxonomy":"use_cases","embeddable":true,"href":"https:\/\/www.irion-edm.com\/es\/wp-json\/wp\/v2\/use_cases?post=40286"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}