dbt & Dagster Social Integration -- 2

@techplusintl

Hi, ★★★ dbt, Dagster, Data Integration SPECIALIST ★★★ I can design and implement the ingestion pipelines for Facebook, Instagram, GA4, Google Ads, and Bing into your on-premise data warehouse. My approach will ensure that the data is shaped correctly with dbt and orchestrated efficiently using Dagster. To get started, I need to clarify how you envision the monitoring and alerting for the Dagster jobs. Understanding your expectations will help me tailor the solution to your needs. Which specific things do you need from me to initiate this project? Thanks!

@rajat07me

As a seasoned digital expert, I have developed an expansive skill set tailored to your project's specific needs. With a deep understanding of analytics and extensive experience in data integration and management, I am well-prepared to bring your content-performance data from various platforms into an on-premise data warehouse using dbt and Dagster. Throughout my professional journey, I have ensured that my team at 360 Elevate skillfully addresses complex challenges similar to yours. We've crafted source-to-target ingestion pipelines for numerous platforms, modeled raw tables into analytics-ready marts with dbt, and scheduled workflows using Dagster with excellent outcomes. Rest assured that our documentation, tests, and deployment files would adhere to the meticulous best-practices we've honed over time. Moreover, our cultural familiarity with Madrid gives us a distinct advantage. Being fluent in Spanish places us in the unique position of directly supporting and upskilling your local analysts post-delivery. At 360 Elevate, we don't just focus on project completion but on empowering our clients for long-term success. Engaging me for this undertaking guarantees not only a seamless data integration process but comprehensive support beyond its completion. Choose me for the expertise and commitment you deserve!

@mayr81

La integración de datos de rendimiento de contenido es clara: traer métricas de Facebook, Instagram, GA4, Google Ads y Bing hacia un data warehouse on‑premise, modelarlo con dbt y orquestarlo con Dagster para ejecuciones diarias confiables. Propuesta de alcance: 1) Ingestion (source→target): pipelines por plataforma con carga incremental, deduplicación y normalización de esquemas, asegurando consistencia de fechas, monedas y claves de campaña/ads. 2) dbt: modelos para raw→staging→intermediate→marts, con tests (not null, relationships, freshness, uniqueness), macros reutilizables y documentación completa en la estructura estándar. 3) Dagster: assets/jobs por dominio, sensores para disparo diario y validaciones; manejo de fallos con alertas para que el equipo en Madrid detecte incidencias rápido. 4) Operación: run-book breve para que analistas locales ejecuten tareas, revisen logs, entiendan dependencias y extiendan el sistema. Entorno: proyecto Madrid; se requiere soporte en español para documentación operativa y comunicación técnica durante la transición. Cierre: entrego un setup mantenible, trazable y listo para producción, dejando métricas analíticas preparadas para el equipo que hará reporting después.

@ianb65

Hi there, Your ingestion and orchestration stack needs a reliable build for Facebook, Instagram, GA4, Google Ads, and Bing, and I can help deliver exactly that. I have strong experience with data integration, data modeling, and data processing in Python and MySQL. I’ll design the source-to-target pipelines, structure the raw layer and dbt marts, add dbt tests and documentation, and set up Dagster jobs, sensors, and deployment files for dependable daily runs with failure alerts. I’ll also write a concise run-book so your Madrid analysts can operate and extend it with confidence. Best regards, Ian

@ranjika08

Hi, with 12+ years in development, automation, and digital solutions, I can build a reliable data pipeline that brings data from multiple sources into your on-premise data warehouse. I’ll focus on efficient ingestion pipelines, transforming the data into analytics-ready structures with dbt, and using Dagster to orchestrate the complete workflow. This will provide dependable production workflows with monitoring and timely failure alerts. I’ll also deliver clear, practical documentation and a concise run-book so your Madrid-based analysts can understand, operate, and extend the solution confidently. lets discuss in chat

@venplura

I'm building reliable daily pipelines to pull Facebook, Instagram, GA4, Google Ads and Bing into your on-premise warehouse, then shape it all with dbt so your Madrid team gets analytics-ready marts without worrying about the orchestration underneath. The real work here is making sure Dagster runs this cleanly every morning and actually alerts you when something breaks - not just scheduling jobs and hoping. I've done multi-source integrations like this before and I handle it by building idempotent pipelines first, then layering Dagster sensors and alert logic around them so your analysts can operate it without constantly babysitting. I'll package it with a proper runbook so your team in Madrid can extend things when they need new sources or mart logic down the line. If it makes sense, happy to hop on a call and talk through your warehouse schema and how you're currently pulling data. Corné

@jazz78p

Hola, soy Leo Sarmiento, ingeniero de datos especializado en pipelines con dbt y Dagster con más de 10 años de experiencia en la construcción de flujos de ingesta y modelado analítico. En una integración multiplataforma así, la parte difícil no es conectarse a cada API sino absorber sus diferencias sin romper el warehouse: cada fuente trae su granularidad, sus ventanas de atribución y sus reprocesos retroactivos, así que la ingesta tiene que ser idempotente y con backfill controlado para que una recarga no duplique métricas. En el modelado con dbt priorizo una capa staging que normalice cada origen antes de los marts, con tests sobre unicidad y frescura que atrapen el problema en el pipeline y no en el análisis posterior. Del lado de Dagster, lo valioso no es que corra sino que falle de forma visible: sensores y alertas que avisen qué origen falló y por qué, para que tus analistas puedan operarlo sin depender de mí. Propongo una llamada corta para alinear el modelo de datos, la granularidad de cada fuente y las reglas críticas antes de estimar.

@alluankit01

Hola, puedo ayudarte a integrar datos de Facebook, Instagram, GA4, Google Ads y Bing en tu data warehouse on-premise, modelarlos con dbt y orquestar las cargas diarias con Dagster. La mejor solución es primero revisar las credenciales/API disponibles, estructura del warehouse, volumen de datos, frecuencia de carga, campos necesarios y reglas de negocio. Luego diseñaré pipelines de ingesta por fuente, tablas raw bien organizadas, modelos dbt analytics-ready, tests, documentación y jobs/sensors en Dagster con alertas ante fallos. Estoy cómodo con dbt, Dagster, ETL/ELT, data warehousing, integración de APIs de marketing, GA4, Google Ads, Meta/Facebook/Instagram data, Bing Ads, modelado de datos, pruebas de calidad, documentación técnica, despliegue on-premise y run-books para equipos internos. Los entregables incluirán: * Pipelines de ingesta por plataforma * Tablas raw en el data warehouse * Modelos dbt estructurados * Tests y documentación dbt * Jobs y sensors en Dagster * Cargas diarias automatizadas * Alertas de fallo * Archivos de despliegue * Run-book operativo * Soporte para transferencia al equipo de Madrid Me enfocaré en una integración estable, mantenible y bien documentada para que vuestro equipo pueda operar y extender el sistema sin depender de dashboards en esta fase. Best regards Ankit

@rohank2502

Su equipo de Madrid necesita los números de Facebook, Instagram, Google y Bing en su almacén cada día, limpios y listos para usar. Puedo empezar ahora mismo. En 24-48 horas le entrego una muestra en vivo: una de sus plataformas ya cargada y ordenada. Montaré las cargas diarias, las tablas que sus analistas puedan ampliar, avisos si algo se rompe y una guía corta en español. El riesgo real es el acceso a Facebook e Instagram y conectar su almacén interno. Eso sale primero en la muestra. ¿Me indica qué plataforma y almacén usamos para esa primera muestra?

@albertc1996

Hi, I reviewed your requirements for the dbt & Dagster Social Integration project. I am a Data Engineer / BI Specialist with experience in Data Warehousing, SQL, ETL pipelines, APIs, and automation. I can build reliable ingestion pipelines for Facebook, Instagram, GA4, Google Ads, and Bing into your on-premise data warehouse. I recommend a clean raw → staging → marts architecture using dbt for transformations, tests, and documentation. Dagster can orchestrate the entire workflow with daily schedules, dependencies, retries, and failure alerts. I have strong experience with PostgreSQL, database optimization, data pipelines, and production automation. I can also prepare the deployment configuration and a clear run-book for your internal analysts. The solution will be designed to be maintainable, reliable, and scalable as your data grows. I will first review your warehouse technology, API access, data volume, and deployment environment. My focus is on building a production-ready integration rather than temporary scripts. I would be happy to discuss your current infrastructure and define the exact deliverables and estimated hours.

@melikatfz

Hi there, Integrating content-performance data from various platforms like Facebook, Instagram, and others into a robust on-premise data warehouse can be challenging. You might face issues with data consistency, latency, and orchestration. My expertise ensures seamless data ingestion and transformation, using dbt for analytics-ready models and Dagster for reliable scheduling. Here are my questions: Are there any specific data formats I should be aware of for each platform? Do you have existing schema guidelines for the data warehouse? Let's discuss your project now!

@razmiks2

Hi, I have 10+ years of experience building reliable data integration pipelines with Python, SQL modeling, and orchestration. I will ingest Facebook, Instagram, GA4, Google Ads, and Bing into your onpremise warehouse, then model raw tables into analytics-ready marts with dbt. Dagster will schedule daily runs, add tests, and trigger failure alerts, plus deliver clear run-book guidance for Madrid analysts. I’ve delivered similar dbt + Dagster deployments with data modeling, processing, and visualization-ready schemas. Best, Razmik

@MuhammadUzair16

Hola, soy ingeniero de software con más de 16 años de experiencia y amplia trayectoria en integración de datos, APIs, automatización de pipelines y sistemas en producción. Puedo desarrollar la ingesta desde Facebook, Instagram, GA4, Google Ads y Bing hacia vuestro data warehouse on-premise, normalizando las diferencias entre plataformas y gestionando cargas incrementales, límites de API, reintentos y credenciales de forma segura. Prepararé modelos y marts en dbt con tests, documentación y una estructura fácil de ampliar, además de jobs, sensores, alertas y archivos de despliegue en Dagster para ejecutar las cargas diarias con fiabilidad. También entregaré un run-book claro y puedo formar al equipo de analistas en español para que pueda operar y extender la solución. Antes de comenzar, me gustaría conocer el motor del data warehouse, la infraestructura prevista para Dagster y si ya disponéis de acceso a todas las APIs y cuentas publicitarias. También conviene confirmar el volumen histórico que debe cargarse inicialmente. Puedo colaborar cómodamente con el equipo de Madrid y apoyar después la estabilización en producción. Por favor, contactadme para comentar los detalles.

@rofeald

Hi, Puedo montar la ingesta end-to-end desde Facebook, Instagram, GA4, Google Ads y Bing hacia vuestro data warehouse on-premise, modelando las tablas con dbt y orquestando todo en Dagster para cargas diarias estables. Trabajo con conectores/API, extracción incremental, normalización de esquemas y capas raw/staging/marts en dbt, con tests, documentación y estructura de proyecto limpia para que el flujo quede mantenible. También puedo dejar jobs, sensors y deployment assets en Dagster con alertas de fallo y reintentos controlados. Validaré cada fuente con conteos, checks de calidad y pruebas en staging antes de pasar a producción, para reducir errores de carga y roturas por cambios de esquema. Entrego los pipelines, modelos dbt, configuración de Dagster y un run-book breve para vuestro equipo en Madrid. Estoy disponible en horario de España y listo para avanzar.

@thinkbotictech

Hi I can build reliable production-grade ingestion pipelines for Facebook, Instagram, GA4, Google Ads, and Bing into your on-premise warehouse, with dbt models/tests/documentation and Dagster orchestration, sensors, alerts, and deployment configuration. I’ll also provide a clear runbook for your Madrid-based team, and I’m comfortable working in Spanish. 1. Which on-premise data warehouse and infrastructure are you currently using? 2. Are API credentials and existing source schemas already available for all five platforms?

@NicolasLouw

A client came to me recently with a brief a lot like this one, and it was done and working sooner than they expected. Yours can move the same way. I specialize in data integration and have a strong command of dbt and Dagster, ensuring a smooth and efficient process. You’ll have one person to communicate with, timely updates, and no waiting days for responses. I prioritize getting the direction right from our first conversation to avoid unnecessary rework, which accelerates the project's timeline significantly. My experience in building ingestion pipelines and data models means I’ve faced and solved many of the decisions you’ll encounter. If you message me, the worst outcome is a free consultation and a clearer plan than you had this morning. What would make this a success for you? Regards, NicolasLouw.

@jodyb92

I recently assisted a client in integrating complex data sources into a seamless data pipeline, achieving significant performance improvements. I can help you bring content-performance data from Facebook, Instagram, GA4, Google Ads, and Bing into your on-premise data warehouse, ensuring reliable ingestion and transformation with dbt and Dagster. I understand that clear documentation and a run-book for your in-house analysts in Madrid are crucial. With my attention to detail and experience, I will create structured dbt models and robust Dagster workflows that meet your needs. While I’m new to Freelancer, I have the skills and experience to deliver this project professionally. Let’s discuss how I can help bring your project to life. Regards, Jody.

@Lenard007

Hi, I came across your project and it’s exactly the kind of work I’m interested in taking on. I can help you build a robust data ingestion and transformation solution using dbt and Dagster, ensuring seamless integration of content-performance data from Facebook, Instagram, GA4, Google Ads, and Bing. My approach focuses on creating reliable ingestion pipelines, modeling raw data into analytics-ready marts, and scheduling workflows for consistent performance. I have experience with similar projects and can provide detailed dbt models, tests, and documentation that adhere to best practices. Additionally, I will set up Dagster jobs and alerts to ensure smooth daily operations. I’d be happy to discuss your project and ideas with you. Feel free to message me and we can take it from there. Regards, Lenard007

@VutomiM1

INTRO Recently helped a similar business solve the challenge of integrating diverse content-performance data from multiple platforms, turning a frustrating process into a smoother and more effective solution that supported their business goals. I can help you create a practical, professional solution built around what you actually need to achieve, not simply complete the project. MIDDLE I noticed you specifically mentioned the need for source-to-target ingestion pipelines and documentation following best practices. That is important because the right approach here is not just about data integration; it is about creating a clean, user-friendly, seamless experience that delivers the outcome you are looking for. I bring experience in dbt and Dagster, and we have 75+ 5-star reviews on similar projects and rank in the top 1% among 75 million users! OUTRO If you message me, I can share how I would approach this and where I see the biggest opportunity to solve the challenge effectively. Regards, VutomiM1