Blog/Data Engineering/Impulsar la ingeniería de datos hoy para los desafíos del mañana
1 jun 2025/10 min de lecturaData Engineering

Impulsar la ingeniería de datos hoy para los desafíos del mañana

La ingeniería de datos nunca ha sido tan vital como lo es hoy en día. Dados los avances en IA, analíticas avanzadas y aplicaciones basadas en datos, los ingenieros de datos se han convertido en algo indispensable para sus organizaciones a medida que se preparan para aprovechar estas tecnologías. Estos héroes desconocidos se están convirtiendo en el centro de atención y están creando los flujos de datos esenciales que prepararán sus organizaciones para el éxito futuro. Sin embargo, esta oportunidad no está exenta de desafíos. Las pilas tecnológicas fragmentadas, los cuellos de botella en el rendimiento y el alto precio del talento especializado se han convertido en la norma, lo que obstaculiza la innovación, eleva los costes ocultos y paraliza el progreso.

En Snowflake creemos que hay una mejor solución. Nos comprometemos a capacitar a los ingenieros de datos proporcionándoles las herramientas y la plataforma necesarias para navegar por las complejidades del panorama de datos moderno, ya sea optimizando el proceso de creación de flujos de datos o unificando los datos estructurados y no estructurados en la misma infraestructura. Queremos que nuestros clientes sientan confianza en su capacidad para liderar esa misión, gracias a innovaciones que agilizan los procesos, fomentan la colaboración e impulsan el verdadero potencial de los datos. Esto significa reducir el tiempo dedicado al ajuste tedioso y al trabajo de mantenimiento cotidiano de los sistemas de ingeniería de datos obsoletos; en su lugar, los ingenieros de datos pueden trabajar con libertad para descubrir nuevos casos de uso y explorar el territorio desconocido que se avecina. 

Nuestra visión para el futuro de la ingeniería de datos simplifica lo complejo, democratiza la información y está más conectada que nunca. Ahora, tus datos hacen más por ti.

Hoy, nos complace anunciar una serie de nuevas capacidades y actualizaciones de productos creadas para ese futuro. En esta entrada de blog, profundizaremos en estas funciones y en el valor que ofrecen, a medida que creas flujos de datos eficientes, aceleras tus iniciativas de lakehouse abierto e integras la IA y los datos no estructurados en tus flujos de trabajo con una facilidad sorprendente. Con Snowflake, puedes centrarte en ofrecer valor e impulsar la innovación, dejando atrás las complejidades de la infraestructura de datos. 

Anunciamos las últimas innovaciones de Snowflake en ingeniería de datos

Openflow: Revolucionar el movimiento de datos

Snowflake Openflow es un servicio de integración de datos multimodal abierto, ampliable y gestionado que facilita el movimiento de datos entre fuentes y destinos de datos. Openflow admite todos los tipos de datos —estructurados y no estructurados, por lotes y de transmisión— y revoluciona el movimiento de datos directamente en Snowflake, clave para permitir el procesamiento de extracción, transformación y carga (ETL) fluido de la IA. Toda la integración de datos está unificada en una plataforma, con extensibilidad e interoperabilidad ilimitadas para conectarse a cualquier fuente de datos. Openflow facilita cualquier arquitectura de datos, lo que permite a las empresas escalar con confianza sus necesidades de integración con fiabilidad y gobernanza empresariales. Cientos de conectores y procesadores listos para usar simplifican y aceleran rápidamente la integración de datos de una amplia gama de fuentes de datos, incluidos los conectores de partners estratégicos. Por ejemplo, Snowflake se ha asociado con Oracle en una solución de alto rendimiento, escalable y rentable para replicar la captura de datos modificados (CDC) de las bases de datos de Oracle en Snowflake. 

Snowflake Open Flow diagram - Data Eng.jpg

Con Snowflake Openflow, puedes:

  • Liberar el movimiento de datos con cualquier conector que necesite tu empresa.

  • Acceder a flujos de ETL para que los agentes de IA puedan tomar decisiones a gran velocidad.

  • Crear una integración escalable y lista para la empresa con implementación flexible, observabilidad de datos y gobernanza.

dbt Projects en Snowflake

Como componentes básicos de cualquier estrategia de datos eficaz, las transformaciones son esenciales para crear flujos de datos sólidos y escalables. Hoy, estamos deseando anunciar otro emocionante avance de producto para crear y orquestar flujos de datos: dbt Projects en Snowflake (próximamente en vista previa pública). 

Favorito entre los equipos de datos, dbt ofrece la capacidad de llevar las prácticas recomendadas de ingeniería de software y una eficiencia mejorada a los flujos de trabajo de transformación de datos de SQL y Snowpark directamente en Snowflake. Con esta nueva opción nativa, los equipos de datos ahora pueden crear, ejecutar y supervisar dbt Projects directamente en la interfaz de usuario de Snowsight, lo que reduce el cambio de contexto, simplifica la configuración y acelera el ciclo de vida de desarrollo de los flujos de datos. 

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Dados los avances en IA, analíticas avanzadas y aplicaciones basadas en datos, los ingenieros de datos se han convertido en algo indispensable para sus organizaciones a medida que se preparan para aprovechar estas tecnologías. Estos héroes desconocidos se están convirtiendo en el centro de atención y están creando los flujos de datos esenciales que prepararán sus organizaciones para el éxito futuro. Sin embargo, esta oportunidad no está exenta de desafíos. Las pilas tecnológicas fragmentadas, los cuellos de botella en el rendimiento y el alto precio del talento especializado se han convertido en la norma, lo que obstaculiza la innovación, eleva los costes ocultos y paraliza el progreso.\u003c/p>\n\u003cp>En Snowflake creemos que hay una mejor solución. Nos comprometemos a capacitar a los ingenieros de datos proporcionándoles las herramientas y la plataforma necesarias para navegar por las complejidades del panorama de datos moderno, ya sea optimizando el proceso de creación de flujos de datos o unificando los datos estructurados y no estructurados en la misma infraestructura. Queremos que nuestros clientes sientan confianza en su capacidad para liderar esa misión, gracias a innovaciones que agilizan los procesos, fomentan la colaboración e impulsan el verdadero potencial de los datos. Esto significa reducir el tiempo dedicado al ajuste tedioso y al trabajo de mantenimiento cotidiano de los sistemas de ingeniería de datos obsoletos; en su lugar, los ingenieros de datos pueden trabajar con libertad para descubrir nuevos casos de uso y explorar el territorio desconocido que se avecina. \u003c/p>\n\u003cp>Nuestra visión para el futuro de la ingeniería de datos simplifica lo complejo, democratiza la información y está más conectada que nunca. Ahora, tus datos hacen más por ti.\u003c/p>\n\u003cp>Hoy, nos complace anunciar una serie de nuevas capacidades y actualizaciones de productos creadas para ese futuro. En esta entrada de blog, profundizaremos en estas funciones y en el valor que ofrecen, a medida que creas flujos de datos eficientes, aceleras tus iniciativas de lakehouse abierto e integras la IA y los datos no estructurados en tus flujos de trabajo con una facilidad sorprendente. Con Snowflake, puedes centrarte en ofrecer valor e impulsar la innovación, dejando atrás las complejidades de la infraestructura de datos. \u003c/p>\n","richText":true,":type":"snowflake-site/components/blog/blog-text"},"title_v2":{"id":"blog-title-4573e5a6ed","propertiesId":"anunciamos-las-ultimas-innovaciones-de-snowflake-en-ingenieria-de-datos","type":"heading3","lines":["Anunciamos las últimas innovaciones de Snowflake en ingeniería de datos"],":type":"snowflake-site/components/blog/blog-title","appliedCssClassNames":"left-alignment"},"blog_text_178983931":{"id":"blog-text-12a43a2e65","text":"\u003ch3>Openflow: Revolucionar el movimiento de datos\u003c/h3>\n\u003cp>\u003ca href=\"https://www.snowflake.com/es/blog/openflow-revolutionizes-data-movement-ai/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Snowflake Openflow\u003c/a> es un servicio de integración de datos multimodal abierto, ampliable y gestionado que facilita el movimiento de datos entre fuentes y destinos de datos. Openflow admite todos los tipos de datos —estructurados y no estructurados, por lotes y de transmisión— y revoluciona el movimiento de datos directamente en Snowflake, clave para permitir el procesamiento de extracción, transformación y carga (ETL) fluido de la IA. Toda la integración de datos está unificada en una plataforma, con extensibilidad e interoperabilidad ilimitadas para conectarse a cualquier fuente de datos. Openflow facilita cualquier arquitectura de datos, lo que permite a las empresas escalar con confianza sus necesidades de integración con fiabilidad y gobernanza empresariales. Cientos de conectores y procesadores listos para usar simplifican y aceleran rápidamente la integración de datos de una amplia gama de fuentes de datos, incluidos los conectores de partners estratégicos. Por ejemplo, Snowflake se ha asociado con Oracle en una solución de alto rendimiento, escalable y rentable para replicar la captura de datos modificados (CDC) de las bases de datos de Oracle en Snowflake. \u003c/p>\n","richText":true,":type":"snowflake-site/components/blog/blog-text"},"image":{"id":"image-011f0129f0","lazyEnabled":true,"src":"https://www.snowflake.com/adobe/dynamicmedia/deliver/dm-aid--b002e395-fc47-40a4-b805-7558934aeb8d/snowflake-open-flow-diagram---data-eng.jpg?preferwebp=true&quality=85","isLcpImage":true,"height":"761","width":"1551","alt":"Snowflake Open Flow diagram - Data Eng.jpg","htmlAttributes":{"alt":"Snowflake Open Flow diagram - Data Eng.jpg"},":type":"snowflake-site/components/image"},"blog_text_434381596":{"id":"blog-text-69e997fbdf","text":"\u003cp>Con Snowflake Openflow, puedes:\u003c/p>\n\u003cul>\n\u003cli>\u003cp>Liberar el movimiento de datos con cualquier conector que necesite tu empresa.\u003c/p>\n\u003c/li>\n\u003cli>\u003cp>Acceder a flujos de ETL para que los agentes de IA puedan tomar decisiones a gran velocidad.\u003c/p>\n\u003c/li>\n\u003cli>\u003cp>Crear una integración escalable y lista para la empresa con implementación flexible, observabilidad de datos y gobernanza.\u003c/p>\n\u003c/li>\n\u003c/ul>\n\u003ch3>dbt Projects en Snowflake\u003c/h3>\n\u003cp>Como componentes básicos de cualquier estrategia de datos eficaz, las transformaciones son esenciales para crear flujos de datos sólidos y escalables. Hoy, estamos deseando anunciar otro emocionante avance de producto para crear y orquestar flujos de datos: dbt Projects en Snowflake (próximamente en vista previa pública). \u003c/p>\n\u003cp>Favorito entre los equipos de datos, dbt ofrece la capacidad de llevar las prácticas recomendadas de ingeniería de software y una eficiencia mejorada a los flujos de trabajo de transformación de datos de SQL y Snowpark directamente en Snowflake. Con esta nueva opción nativa, los equipos de datos ahora pueden crear, ejecutar y supervisar dbt Projects directamente en la interfaz de usuario de Snowsight, lo que reduce el cambio de contexto, simplifica la configuración y acelera el ciclo de vida de desarrollo de los flujos de datos. \u003c/p>\n\u003cp>Gracias a la compatibilidad con \u003ca href=\"https://docs.snowflake.com/user-guide/data-engineering/dbt-projects-on-snowflake?_fsi=g07IN3X9&_fsi=g07IN3X9&_ga=2.157118258.840168588.1751214446-1958144566.1741788900&_gac=1.258713464.1751279645.CjwKCAiAp4O8BhAkEiwAqv2UqI-2K7oQ0MeDf5Pw2ijShtAu8Z49EIaJAWevdIX8s9kkX4g4wl77XhoCP2kQAvD_BwE\"_blank\" rel=\"nofollow noopener noreferrer\">dbt Projects\u003c/a>, puedes:\u003c/p>\n\u003cul>\n\u003cli>\u003cp>Permitir a los nuevos equipos crear e implementar flujos con una gobernanza uniforme: acelera la incorporación y capacita a los nuevos equipos para que creen los flujos que necesitan a través de una interfaz intuitiva con un modelo uniforme de gobernanza y seguridad para los datos y los flujos.\u003c/p>\n\u003c/li>\n\u003cli>\u003cp>Consolidar los sistemas para reducir la administración y mejorar la depuración: ejecuta dbt de forma nativa en Snowflake y optimiza el ciclo de vida de desarrollo de los flujos para mejorar la productividad de los desarrolladores y detectar y abordar rápidamente los problemas.\u003c/p>\n\u003c/li>\n\u003c/ul>\n\u003cp>Estas capacidades son solo el principio. Pronto estarán disponibles más actualizaciones interesantes para optimizar y mejorar aún más tus flujos de trabajo.\u003c/p>\n","richText":true,":type":"snowflake-site/components/blog/blog-text"},"youtube":{"id":"embed-270ede5e60","youtubeVideoId":"w7C7OkmYPFs","layout":"fixed","youtubeWidth":"560","youtubeHeight":"315","youtubeAutoPlay":false,"youtubeLoop":false,"youtubeMute":false,"youtubePlaysInline":false,"youtubeRel":true,"embeddableResourceType":"core/wcm/components/embed/v1/embed/embeddable/youtube","type":"EMBEDDABLE",":type":"snowflake-site/components/youtube"},"blog_text_2000203156":{"id":"blog-text-12f0f43b62","text":"\u003ch3>Mejoras en los flujos de SQL y Python\u003c/h3>\n\u003cp>Gracias a las mejoras recientes de algunas de nuestras funciones más populares, estamos simplificando los flujos de trabajo complejos en todo el panorama de la ingeniería de datos, lo que afecta a todo, desde flujos de trabajo colaborativos de SQL hasta complejos flujos de Python. Estas mejoras tienen como objetivo optimizar los procesos y aumentar la eficiencia de los ingenieros de datos que trabajan en diversas herramientas y tecnologías.\u003c/p>\n\u003cp>Dynamic Tables ofrece un marco declarativo tanto para flujos por lotes como de transmisión, lo que simplifica la configuración con orquestación automática y procesamiento continuo. Entre las actualizaciones más destacadas se incluyen la compatibilidad total con Apache Iceberg, la reducción de la latencia de los flujos casi en tiempo real (unos 15 segundos, en vista previa privada) y mejoras en el rendimiento de varias operaciones de SQL. Además, las nuevas extensiones de SQL (con disponibilidad general próximamente) proporcionan un mayor control sobre la semántica de flujos al evitar actualizaciones o eliminaciones y permitir el rellenado de datos.\u003c/p>\n\u003cp>Otra nueva actualización, pandas on Snowflake con Hybrid Execution (en vista previa privada), admite flujos de pandas en todas las escalas de datos. Esta función ejecuta consultas de forma inteligente, ya sea utilizando Snowflake para grandes conjuntos de datos o de forma local con pandas estándar para los más pequeños, lo que permite un rendimiento constante y eficiente a lo largo del ciclo de vida del desarrollo.\u003c/p>\n\u003ch3>Lakehouse abierto\u003c/h3>\n\u003cp>Evita la fragmentación de datos y acelera la obtención de información y la IA gracias a la completa compatibilidad con tablas de Apache Iceberg™ de Snowflake. Ahora, los ingenieros de datos pueden redefinir fundamentalmente cómo crean lakehouses abiertos y conectados. Al centralizar y activar automáticamente casi todo tu ecosistema de Iceberg en una sola herramienta, simplificamos tu ciclo de vida de los datos al eliminar la necesidad de procesos complicados para la detección de datos y el acceso a estos. El soporte continuo de la transformación de archivos Parquet en tablas de Iceberg y las optimizaciones disponibles recientemente para el tamaño y las particiones de los archivos garantizan que tu lakehouse abierto incorpore más datos al tiempo que aumenta el rendimiento.\u003c/p>\n\u003cp>Con las crecientes capacidades de lakehouse de Snowflake, puedes:\u003c/p>\n\u003cul>\n\u003cli>\u003cp>\u003cb>Detectar y activar datos desde casi cualquier lugar:\u003c/b> Crea una vista única conectada de tu lakehouse abierto integrando Snowflake Open Catalog, o cualquier otro catálogo compatible con REST de Iceberg, en Snowflake con Catalog Linked Databases (próximamente disponible en vista previa pública). Detecta, actualiza y activa automáticamente las tablas subyacentes con el motor unificado y rentable de cómputo del Snowflake AI Data Cloud.\u003c/p>\n\u003c/li>\n\u003cli>\u003cp>\u003cb>Transformar datos con una gobernanza unificada y obtener un rendimiento óptimo\u003c/b>: Gracias a la reciente compatibilidad para escribir en tablas de Iceberg gestionadas externamente (disponible en vista previa pública próximamente), podrás llevar a cabo una transformación de datos fluida en tu ecosistema de Iceberg dentro de Snowflake y disfrutar de una gobernanza y seguridad completas e integradas gracias a Snowflake Horizon Catalog. Toma el control del rendimiento con Snowflake al definir los tamaños de los archivos y las particiones en casi cualquier tabla de Iceberg (próximamente disponible en vista previa pública). Aprovecha las optimizaciones de tablas (en vista previa pública próximamente) para automatizar la recogida de basura, la compactación y mucho más. Dedica menos tiempo a gestionar la infraestructura y más a generar impacto.\u003c/p>\n\u003c/li>\n\u003cli>\u003cp>\u003cb>Crear flujos declarativos para tablas de Iceberg\u003c/b>: Simplifica tus flujos con tablas de Iceberg dinámicas, una solución de orquestación totalmente gestionada que transforma de forma continua e incremental los datos almacenados en tablas de Iceberg al tiempo que mantiene la interoperabilidad completa. La compatibilidad con tablas de Iceberg gestionadas por Snowflake ahora está disponible de forma general. La compatibilidad con tablas de Iceberg gestionadas externamente pronto será de carácter general.\u003c/p>\n\u003c/li>\n\u003cli>\u003cp>\u003cb>Ofrecer analíticas avanzadas de más datos\u003c/b>: Impulsa el valor de tus datos semiestructurados gracias a la compatibilidad con VARIANT, ahora en tablas de Iceberg. Integra sin problemas tipos de datos geoespaciales y geométricos (próximamente en vista previa privada) para acceder a información más detallada y consciente de la ubicación. La compatibilidad con Merge on Read, ahora en vista previa privada, significa que ahora puedes activar una mayor parte de tu ecosistema de Iceberg dentro de Snowflake.\u003c/p>\n\u003c/li>\n\u003cli>\u003cp>\u003cb>Acceder a los datos de Delta Lake como tablas de Iceberg sin migración de datos:\u003c/b> Lleva más datos a tu lakehouse abierto y conectado mediante la conversión de los metadatos de tablas de Delta en tablas de Iceberg sin ingesta ni necesidad de mover los archivos Parquet subyacentes. \u003c/p>\n\u003c/li>\n\u003c/ul>\n\u003ch3>Integración mejorada y seguridad empresarial para Open Catalog\u003c/h3>\n\u003cp>Aprovecha todo el potencial de tus tablas de Iceberg en Snowflake y disfruta de una seguridad y una gobernanza completas. Al sincronizar automáticamente tus tablas de Iceberg gestionadas por Open Catalog, obtienes acceso unificado de lectura/escritura y una gobernanza coherente e integrada con la tecnología de Horizon Catalog, todo en el entorno de Snowflake. Disfruta de una clara separación de la gobernanza, ya que Horizon gestiona las consultas de Snowflake y Open Catalog gestiona el acceso multimotor externo, lo que elimina la ambigüedad en tu posición de seguridad. Además, las funciones de seguridad empresariales ahora están disponibles en Open Catalog, lo que proporciona acceso seguro a los usuarios y conexiones de datos privadas para el catálogo líder seguro, interoperable e independiente de los proveedores.\u003c/p>\n\u003cp>Gracias a las mejoras de Open Catalog de Snowflake, los usuarios pueden:\u003c/p>\n\u003cul>\n\u003cli>\u003cp>\u003cb>Aprovechar el acceso seguro de usuarios de nivel empresarial:\u003c/b> Disfruta de un acceso fluido a la interfaz de usuario a través de un inicio de sesión único (SSO) con SAML 2.0 y permite una integración programática segura entre motores y servicios a través de OAuth con tu proveedor de identidades preferido o de la solución de autenticación de pares de claves nativa de Snowflake.\u003c/p>\n\u003c/li>\n\u003cli>\u003cp>\u003cb>Activar la conectividad privada bidireccional para acceder a los metadatos: \u003c/b>Aprovecha Private Link, un marco de seguridad unificado, para establecer conexiones protegidas entre tus datos, Snowflake, motores, herramientas y Snowflake Open Catalog, lo que ayuda a garantizar que tus datos sigan siendo privados y conformes a las normativas a lo largo de su ciclo de vida. \u003c/p>\n\u003c/li>\n\u003cli>\u003cp>\u003cb>Acceder a todo tu ecosistema de Iceberg:\u003c/b> Accede sin problemas a prácticamente todas tus tablas de Iceberg con Catalog Federation en Apache Polaris (en incubación). Al crear una vista única de todos los catálogos vinculados, Federation optimiza la detección de datos y permite la activación en cualquier motor que sea compatible con las integraciones del catálogo REST de Iceberg. Federation llegará a Open Catalog próximamente en vista previa privada.\u003c/p>\n\u003c/li>\n\u003cli>\u003cp>\u003cb>Simplificar la gestión de tablas de Delta:\u003c/b> Centraliza las tablas de Iceberg y Delta en Snowflake Open Catalog. Crea, actualiza, elimina y controla el acceso a las tablas de Iceberg y Delta desde una sola herramienta. Detecta automáticamente ambos formatos en Snowflake, lo que te permite consultar tablas de Delta, proporcionando visibilidad y control unificados sobre tus activos de lakehouse. Las tablas de Delta en Open Catalog, un servicio gestionado para Apache Polaris (en incubación), pronto estarán disponibles en vista previa privada.\u003c/p>\n\u003c/li>\n\u003c/ul>\n\u003ch3>Experiencia moderna con DevOps\u003c/h3>\n\u003cp>Reduce el tiempo de impacto con mejoras en la productividad de los desarrolladores que te permiten centrarte en tareas de alto valor en lugar de tareas de mantenimiento cotidianas. La funcionalidad DevOps de Snowflake te permite optimizar y automatizar el ciclo de vida de desarrollo de software para tus entornos de Snowflake, con énfasis en las prácticas recomendadas en integración y desarrollo continuos (CI/CD), desarrollo de código y gestión de infraestructuras. Junto con las modernas herramientas de DevOps y la compatibilidad con la IA en Snowflake, obtienes una integración fluida entre las tareas operativas y de desarrollo, lo que da lugar a un flujo de trabajo más productivo y eficiente.\u003c/p>\n\u003cp>En consonancia con nuestro compromiso de mejorar continuamente tu experiencia con DevOps en Snowflake, anunciamos algunas novedades.\u003c/p>\n\u003cul>\n\u003cli>\u003cp>\u003cb>Snowflake Workspaces\u003c/b>: Ofrece una interfaz de usuario moderna para todas las tareas de desarrollo de Snowflake. Gracias a la compatibilidad con dbt Projects y SQL, los desarrolladores podrán utilizar un único entorno de desarrollo integrado (IDE) común con funciones de desarrollo enriquecidas, incluida la integración nativa de Git, la diferenciación visual yuxtapuesta y la asistencia de código en línea de AI Copilot, cuando trabajen con archivos en Snowflake. En el futuro se proporcionará compatibilidad adicional para objetos.\u003c/p>\n\u003c/li>\n\u003cli>\u003cp>\u003cb>Gestión de infraestructuras de Snowflake con Terraform\u003c/b>: El proveedor Snowflake Terraform permite un flujo de trabajo coherente para gestionar los recursos de Snowflake —incluidos almacenes, bases de datos, esquemas, tablas, roles, concesiones y mucho más— mediante HashiCorp Terraform para gestionar tu infraestructura como código (IaC).\u003c/p>\n\u003c/li>\n\u003cli>\u003cp>\u003cb>Más formas de conectarte a repositorios de Git:\u003c/b> Ahora puedes utilizar URL personalizadas para conectarte a tus repositorios de Git (en lugar de limitarte solo a repositorios que pertenecen a dominios conocidos), lo que te proporciona más flexibilidad en la configuración de tu entorno de Git. \u003c/p>\n\u003c/li>\n\u003cli>\u003cp>\u003cb>Compatibilidad con entornos de ejecución de Python 3.9:\u003c/b> Ahora puedes utilizar Python 3.9 con Snowflake Warehouse Notebooks.\u003c/p>\n\u003c/li>\n\u003c/ul>\n\u003ch2>El futuro está aquí\u003c/h2>\n\u003cp>Las últimas innovaciones de Snowflake están diseñadas para abordar los mayores desafíos de la ingeniería de datos sin ambages. Exploremos cómo estos avances pueden revolucionar tu estrategia de datos.\u003c/p>\n\u003ch4>Crear mejores flujos\u003c/h4>\n\u003cp>\u003cspan style=\"font-weight: 400; font-family: adobe-clean, \"Source Sans Pro\", -apple-system, BlinkMacSystemFont, \"Segoe UI\", Roboto, Ubuntu, \"Trebuchet MS\", \"Lucida Grande\", sans-serif;\">La ingeniería de datos moderna prospera gracias a una colaboración y una escalabilidad optimizadas. Al ampliar nuestras capacidades nativas a través de la ingesta y la transformación con recursos como Openflow y dbt Projects, estamos capacitando a tus equipos para que trabajen juntos sin problemas dentro del entorno seguro de Snowflake. También respaldamos la flexibilidad de los estándares abiertos y el software de código abierto (OSS) de más difusión, como dbt e Iceberg, integrándolos fácilmente en tus flujos de trabajo existentes.\u003c/span>\u003c/p>\n\u003cp>Libera a tu equipo de la carga de gestionar infraestructuras complejas para poder concentrarse en tareas de alto valor. Nuestras transformaciones sin servidor y opciones de orquestación eliminan la necesidad de alojar y gestionar clústeres de cómputo, todo ello a la vez que ofrecen un rendimiento excepcional. Además, la automatización es el núcleo de nuestra plataforma, optimizando el ciclo de vida de desarrollo a través de CI/CD, la automatización de la implementación y una sólida gestión de la infraestructura.\u003c/p>\n\u003ch4>Acelerar tu lakehouse abierto\u003c/h4>\n\u003cp>\u003cspan style=\"font-weight: 400; font-family: adobe-clean, \"Source Sans Pro\", -apple-system, BlinkMacSystemFont, \"Segoe UI\", Roboto, Ubuntu, \"Trebuchet MS\", \"Lucida Grande\", sans-serif;\">Tu lakehouse abierto debe funcionar como una máquina bien engrasada, capaz de procesar todos tus formatos de datos sin problemas, independientemente de dónde estén almacenados. Snowflake te permite conectar, transformar y activar fácilmente todos tus datos. La seguridad y la gobernanza son fundamentales: nuestra plataforma ofrece una sólida protección de datos, controles de acceso detallados y prácticas de gobernanza completas, que incluyen el enmascaramiento de datos y el acceso a auditorías. Con Snowflake, puedes mantener con confianza la calidad, precisión y fiabilidad de los datos en todo tu ecosistema de datos. Nos comprometemos a fomentar un entorno de datos que promueva la innovación y la productividad a través de herramientas y estándares optimizados, al tiempo que garantizamos que tu arquitectura pueda escalarse fácilmente a medida que evolucione tu negocio.\u003c/span>\u003c/p>\n\u003ch4>Aprovechar tus datos para la IA\u003c/h4>\n\u003cp>\u003cspan style=\"font-weight: 400; font-family: adobe-clean, \"Source Sans Pro\", -apple-system, BlinkMacSystemFont, \"Segoe UI\", Roboto, Ubuntu, \"Trebuchet MS\", \"Lucida Grande\", sans-serif;\">Aprovecha el poder de la IA con la capacidad de Snowflake de unificar tus datos estructurados, semiestructurados y no estructurados. Combina sin problemas texto, documentos, imágenes y otros formatos de datos no estructurados con tus datos estructurados existentes, creando así una base completa para los modelos de IA. Aprovecha funciones como Openflow (creado con procesadores de Snowflake Cortex AI disponibles) y Document AI para aprovechar la potencia de los LLM y la IA directamente en tu flujo. Utiliza las potentes capacidades de Snowpark para procesar y transformar datos no estructurados a escala mediante Python y otros lenguajes conocidos.\u003c/span>\u003c/p>\n\u003cp>Snowflake también te permite crear e implementar aplicaciones de IA generativa de vanguardia al aprovechar la potencia de los mejores LLM, la generación aumentada por recuperación (RAG) más avanzada y otros servicios avanzados de IA generativa a través de Cortex AI. Conecta todo tu panorama de datos empresariales a la IA con flujos de datos bidireccionales casi en tiempo real mediante Openflow y su compatibilidad con diversas estructuras y requisitos de datos. Simplifica la complejidad de los flujos de datos para la IA, eliminando la necesidad de hacer malabarismos con herramientas dispares entre varios equipos. Gracias a la seguridad, gobernanza y observabilidad unificadas de Snowflake, puedes ofrecer con confianza soluciones de IA en producción, lo que añade confianza y fiabilidad a cada paso del proceso.\u003c/p>\n\u003cp>Para obtener más información sobre estos avances en ingeniería de datos y mucho más, \u003ca href=\"https://www.snowflake.com/webinars/product-demo/data-engineering-connect-streamline-data-pipeline-workflows-with-zeroops-2025-07-29/?utm_source=blog&utm_campaign=summit-2025-tof-dataeng-no-ind&utm_cta=link\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">regístrate\u003c/a> en el próximo evento Data Engineering Connect de Snowflake el 29 de julio de 2025. \u003c/p>\n","richText":true,":type":"snowflake-site/components/blog/blog-text"}},":itemsOrder":["blog_text","title_v2","blog_text_178983931","image","blog_text_434381596","youtube","blog_text_2000203156"],":type":"wcm/foundation/components/responsivegrid"},"responsivegrid_premium_content_banner":{"columnClassNames":{},"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","columnCount":12,"appliedCssClassNames":"snowflake-responsive-component-top-padding-medium",":items":{},":itemsOrder":[],":type":"wcm/foundation/components/responsivegrid"},"container_author_chip":{"columnClassNames":{"author_chip":"aem-GridColumn aem-GridColumn--default--12"},"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","layout":"RESPONSIVE_GRID","columnCount":12,"id":"container-a0da5c4088","appliedCssClassNames":"snowflake-responsive-component-top-padding-medium",":items":{"author_chip":{"id":"author-chip-21864fab1e","title":{"id":"title","type":"heading2","lines":["Learn more about 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