{"id":26088,"date":"2022-11-30T13:32:13","date_gmt":"2022-11-30T13:32:13","guid":{"rendered":"https:\/\/building.nu.com\/what-is-it-like-being-an-analytics-engineer-at-nubank\/"},"modified":"2024-02-23T16:50:36","modified_gmt":"2024-02-23T16:50:36","slug":"como-es-ser-ingeniero-de-analitica-en-nubank","status":"publish","type":"post","link":"https:\/\/building.nu.com\/es\/como-es-ser-ingeniero-de-analitica-en-nubank\/","title":{"rendered":"\u00bfC\u00f3mo es ser Ingeniero de Anal\u00edtica en Nubank?"},"content":{"rendered":"\n

Escrito por: Mar\u00eda Rodr\u00edguez<\/em>
<\/em>Revisado por: Lucas P. Lima<\/em><\/p>\n\n\n\n

\n\n\n\n

A pesar de ser una de las empresas fintech m\u00e1s grandes del mundo, Nubank siempre sorprende con nuevos conceptos, productos y tecnolog\u00edas. M\u00e1s que eso, Nubank revolucion\u00f3 la importancia de los datos para guiar las decisiones<\/a> y respaldar el an\u00e1lisis interno. Una de las piezas indispensables para transformar la forma en que los datos se relacionan con los equipos es el cap\u00edtulo Ingeniero de Anal\u00edtica (Analytics Engineer). <\/p>\n\n\n\n

Al principio, manejar datos puede resultar dif\u00edcil para los usuarios no t\u00e9cnicos. Ahora, imagine un escenario en el que la cantidad de datos sigue aumentando sin una arquitectura adecuada y un dise\u00f1o bien definido. La experiencia puede ser peor, incluso para los expertos. <\/p>\n\n\n\n

\n

Como Ingenieros de Anal\u00edtica (Analytics Engineer), siempre buscamos formas de mejorar los datos recopilados reduciendo los pasos de limpieza y preparaci\u00f3n de datos, proporcionando datos confiables y escalables para optimizar el proceso. Necesitamos hacer que nuestros datos sean \u201c<\/em>Amigables con la Anal\u00edtica<\/em><\/a>\u201c.<\/em><\/p>\n<\/blockquote>\n\n\n\n

Pero \u00bfqu\u00e9 es exactamente la carrera de Ingeniero Anal\u00edtico (Analytics Engineer)? Eso es lo que descubriremos en este art\u00edculo:<\/p>\n\n\n\n

\u00bfQu\u00e9 hace un Ingeniero de Anal\u00edtica (Analytics Engineer) en Nubank?<\/h2>\n\n\n\n

El Ingeniero de Anal\u00edtica (Analytics Engineer, anteriormente Analistas de Datos<\/a>) act\u00faa como puente<\/strong> entre el equipo de Infraestructura de Datos y las necesidades de an\u00e1lisis del equipo. <\/p>\n\n\n\n

En Nubank, tenemos un volumen de datos en continuo crecimiento. A medida que lanzamos nuevos productos y m\u00e1s clientes se unen a nosotros, deber\u00edamos poder capturar f\u00e1cilmente datos sin procesar, transformarlos en datos procesados para experimentaci\u00f3n o incluso an\u00e1lisis, y construir canales para mantenerlos en movimiento. <\/p>\n\n\n\n

El equipo de Ingenieros de Anal\u00edtica (Analytics Engineers) participa en el mantenimiento de ETL (Extracci\u00f3n, Transformaci\u00f3n y Carga de Datos), an\u00e1lisis exploratorio, experimentaci\u00f3n, gobernanza de datos, creaci\u00f3n de paneles y desarrollo de m\u00e9tricas de KPI<\/a>.<\/p>\n\n\n\n

A primera vista, parece que necesitamos superh\u00e9roes para abordar los datos aqu\u00ed, \u00bfverdad? Casi. Si bien la lista de tareas que supuestamente tiene un Ingeniero de Anal\u00edtica (Analytics Engineer) es larga, veremos que se desempe\u00f1an de diferentes maneras a lo largo de los equipos, lo que hace que poco a poco esas responsabilidades se vayan gestionando junto con el trabajo. <\/p>\n\n\n\n


<\/strong>Alcance del Trabajo<\/h2>\n\n\n\n

A continuaci\u00f3n, tenemos una visi\u00f3n de lo que hace el Ingeniero de Anal\u00edtica (Analytics Engineer) aqu\u00ed en Nubank:<\/p>\n\n\n\n

Anti Lavado de Dinero<\/h3>\n\n\n\n

No estamos exentos de ser v\u00edctimas de intentos de fraude. Uno de los m\u00e1s comunes es el Lavado de Dinero. Estar a cargo de esto puede resultar estresante y dif\u00edcil de afrontar. Lucas Lima, Ingeniero de Anal\u00edtica desde 2019, nos comparti\u00f3 su experiencia: <\/p>\n\n\n\n

\n

\u201cEn el equipo AML, nos enfocamos en apoyar tanto al equipo de an\u00e1lisis como al de operaciones. Lo hacemos abstrayendo la complejidad t\u00e9cnica en el procesamiento de datos, adem\u00e1s de ayudar a manejar una cantidad cada vez mayor de datos con c\u00f3digo de alto rendimiento y estructuras mantenibles, para mejorar las capacidades de Nubank de detectar actividades delictivas y al mismo tiempo minimizar la fricci\u00f3n con los clientes confiables\u201d.<\/em><\/p>\n<\/blockquote>\n\n\n\n

Auditor\u00eda Interna<\/h3>\n\n\n\n

Las auditor\u00edas podr\u00edan ser una pesadilla para muchas empresas. Pero, como venimos describiendo aqu\u00ed, automatizar y anticipar problemas es nuestro principal objetivo en Nubank. La Auditor\u00eda Interna<\/a> es una de nuestras estrellas brillantes. Helder Ronyer, Ingeniero de Anal\u00edtica desde 2018, nos comparti\u00f3 la experiencia que tuvo ayudando a construir la estructura de datos de Auditor\u00eda Interna: <\/p>\n\n\n\n

\n

\u201cNos centramos en mejorar la forma en que el equipo maneja los datos y tambi\u00e9n en automatizar su trabajo. Somos responsables de integrar las herramientas que utiliza el equipo con la plataforma de datos de Nubank, creando soluciones\/abstracciones para automatizar el trabajo de los auditores, como procesos de prueba autom\u00e1ticos, guardar los resultados y las pruebas para que los auditores los verifiquen en cualquier momento o verificar constantemente las estad\u00edsticas de los procesos para que el equipo pueda decidir mejor qu\u00e9 se debe auditar o no\u201d.<\/em><\/p>\n<\/blockquote>\n\n\n\n

Gente y Cultura<\/h3>\n\n\n\n

Por \u00faltimo, pero no menos importante, amamos a nuestros empleados porque son parte de nuestra familia. El equipo de Personas y Cultura es responsable de tratar con nuestros nubankers de la mejor manera posible. Al brindarles procesos \u00e1giles e informaci\u00f3n protegida, necesitan mantener cada pieza funcionando sin problemas para ayudar a crear un lugar de trabajo acogedor y confiable. <\/p>\n\n\n\n

\n

\u201cEl equipo de An\u00e1lisis de Personas es responsable de respaldar la visi\u00f3n que Nubank tiene de nuestros empleados, proporcionando an\u00e1lisis sobre nuestra plantilla, nuestros puestos vacantes, el compromiso y la retenci\u00f3n de nuestra gente, etc. Como Ingeniera de Anal\u00edtica de este equipo, soy responsable de crear y mantener data pipelines para cada flujo relacionado con este tipo de datos\u201d, detalla Lorena Borges, Ingeniera de Anal\u00edtica desde 2021.<\/em><\/p>\n<\/blockquote>\n\n\n\n

\u00bfCu\u00e1les son las habilidades esperadas de un Ingeniero de Anal\u00edtica (Analytics Engineer) en Nubank?<\/h2>\n\n\n\n

Esperamos de nuestros ingenieros de an\u00e1lisis la capacidad de manejar la responsabilidad de los datos en t\u00e9rminos de modelado y an\u00e1lisis de datos<\/a>. Adem\u00e1s, tambi\u00e9n contribuyen a dise\u00f1ar, implementar y documentar la evoluci\u00f3n de nuestro ETL\/ELT. Por \u00faltimo, pero no menos importante, gestionar las interacciones con nuestros socios comerciales para comprender sus necesidades y brindar soluciones que se alineen con nuestra plataforma de datos<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"

Una mirada a la carrera de un Ingeniero Anal\u00edtico (Analytics Engineer) en Nubank, el alcance del trabajo y las principales habilidades esperadas en este campo.<\/p>\n","protected":false},"author":178110168,"featured_media":24645,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_wpcom_ai_launchpad_first_post":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_post_was_ever_published":false},"categories":[2608,2509],"tags":[2739,2738,2591,2737],"class_list":["post-26088","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-analytics-engineering-es","category-data-analytics-es","tag-ae-es","tag-analytics-engineer-es","tag-career-es","tag-data-analysts-es"],"acf":[],"yoast_head":"\n\u00bfC\u00f3mo es ser Ingeniero de Anal\u00edtica en Nubank? 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