build n8n pipeline

@Badhan685

Hi, I can build both n8n workflows end to end: one for automated news aggregation every 6 hours and another for daily job listings scraping. I’ll handle multi source ingestion (APIs and web scraping), clean and transform the data into a readable structure, implement deduplication, logging, and error handling, and export results to Excel/CSV/Google Sheets as preferred. The workflows will be modular and scalable so new sources can be added easily, with clear documentation and sample outputs provided. Ready to start as soon as you share the source lists. Best regards, Md Shamim

@pvsysgroupinc

With over 16 years as an experienced freelancer, my expertise spans multiple areas. I have a solid background in n8n workflow automation, data transformation, and cleaning. Handling the scraping of data from multiple websites and APIs, transforming it into readable formats such as Excel, CSV or Google Sheets., comes to me naturally. This is been one of my core competencies for a long time and I would love to bring that skillset to your project. As a self-employed professional with no need for outsourcing or delegating tasks, you will be working with me directly. Rest assured that I have keen attention to detail which allows me to identify and remove duplicate entries preemptively. Lastly, not only will I deliver on creating the automated n8n workflows you need for this project but also provide an impactful user guide to ensure that the maintenance and extension of these workflows are well taken care of in future. In addition I commit to offering continuous support should there be any issues that may warrant it. Thank you once again for considering me as your partner for this project.

@deshasoft

My years of experience as a Web Automation and Web Scraping Expert have familiarized me with tools like **n8n workflow automation** and data management that aligns directly with the requirements of your projects. I’m confident I can deliver functional, efficient, and fully automated n8n workflows for you that will ensure a smooth *news data collection, processing, and export* strategy every 6 hours in accordance with project 1. On another note, when it comes to your *job listing scraper and daily export*, I have comprehensive knowledge in handling complex scenarios like pagination and dynamic pages. One of my standout qualities is my unwavering commitment to *detail-oriented work*. This aligns well with your needs since both projects demand meticulous extraction of data to avoid duplicate entries or reposts. In addition to this, my experience with different databases such as MySQL, MongoDB and PostgreSQL will come in handy when developing scalable design for easy addition of new websites/sites.

@shujoyshaha

Hi, I’ve gone through the description and I’m ready to get started right away. I’m confident I can deliver high-quality work with complete satisfaction, on time. Looking forward to your response. Thank you.

@AhmedMohamedSZ

I have solid experience building n8n automations for data aggregation scraping and transformation and you can check similar workflows in my portfolio. I can create a reliable news aggregation workflow that runs every 6 hours cleans and structures the data removes duplicates and exports it to Excel or any storage you prefer. I can also build a separate daily job scraping workflow with pagination handling deduplication and a scalable design for adding new sources easily

@dannyt5

Hola, he analizado tus dos proyectos de n8n y puedo entregarlos con un diseño robusto y escalable. Mi enfoque se centra en la calidad del dato y la estabilidad del flujo. ¿Por qué elegir mi propuesta? Extracción Avanzada: Experto en web scraping (HTML, APIs y paginación) para obtener datos precisos de múltiples fuentes. Deduplicación Inteligente: Implementaré lógica para evitar entradas repetidas comparando nuevos datos con registros previos. Transformación de Datos: Uso de nodos de código para limpiar contenido, eliminar etiquetas HTML y normalizar fechas a un formato legible. Manejo de Errores: Configuración de alertas y logs para asegurar que el flujo sea confiable cada 6 horas y diariamente. Plan de trabajo: Configuración y Extracción: Conexión con las URLs/APIs proporcionadas. Procesamiento: Limpieza de datos y formato "humano". Exportación y Pruebas: Integración con Google Sheets o Excel y verificación de errores. Documentación: Guía clara para el mantenimiento. Quedo a tu disposición para comenzar de inmediato. ¿Prefieres que los datos se guarden en Google Sheets o en un archivo Excel generado automáticamente? Atentamente, Danny Alejandro Mamani Torres

@dushyant317

Hello, I’ve carefully reviewed your project requirements and clearly understand the tasks involved. I have 13 years of experience and strong expertise in the exact skills this project requires. I have successfully delivered similar projects before and can share relevant samples if needed. I will complete this within your expected timeline while maintaining quality and clear communication. I look forward to working with you and contributing sincerely to your project’s success.

@hema5Hema

Hi there! I understand exactly what you're looking for you need reliable, hands-off automation that gathers news every 6 hours and job listings daily, all neatly organized and ready to use. As someone who's built several n8n workflows for similar data aggregation needs, I'm confident I can deliver both systems efficiently.

@subhashbalamuru6

Hello, i have already made these two projects for another client and I know the platform which provides APIs for cheaper cost to scrap these details let's have a chat for more details thanks

@ukokab

Hello, I’m confident I can build the n8n workflows you need for both news aggregation and job listings automation. I have extensive experience designing automated n8n pipelines that fetch, clean, transform, and export data on precise schedules, while handling pagination, dynamic pages, and duplicate entries. For Project 1, I’ll create a workflow that collects news from multiple sources every 6 hours, extracts title, summary, source, date, and tags, transforms the data into a readable format, and exports it to Excel, CSV, or Google Sheets with full logging and error handling. For Project 2, I’ll build a daily job listings scraper that handles multiple portals, extracts key job details, manages pagination, deduplicates results, and saves them in structured formats, with a design that makes adding new sites simple. I’ll provide sample outputs and clear documentation for both workflows to ensure maintainability and future scalability. My workflow designs are reliable, fully automated, and production-ready. Can you confirm if you’d like the news workflow to include RSS feeds, APIs, or both for maximum coverage? Looking forward to delivering these workflows efficiently.

@katherinebasora

Hey Mate , Good afternoon! I am skilled mobile computer programmer with skills including Web Scraping, Data Entry, BeautifulSoup, Selenium, Python, Scrapy, Data Collection, n8n, Data Mining and Data Scraping. Please send a message to discuss more regarding this project. With regards

@albertoprata

Dear Sankeerth M., I hope this message finds you well. I am excited about the opportunity to assist you with your n8n workflows for news aggregation and job listings scraping. I have extensive experience in automating data collection processes and working with n8n, which I believe makes me a great fit for your project. For the news aggregation workflow, I will implement a robust solution that fetches news from the specified sources every six hours, ensuring that we extract key fields such as titles, summaries, and publication dates. I will also focus on transforming the data into a readable format and ensuring it is saved in your preferred method, be it Excel, CSV, or Google Sheets. Regarding the job listings scraper, I will design an automation that gathers job postings daily, handles pagination, and processes dynamic content effectively. This workflow will be structured to allow for easy scalability, enabling you to add new job sites in the future without hassle. I am committed to ensuring that both workflows include proper error handling and logging, along with comprehensive documentation that will help you maintain and extend the workflows as needed. Thank you for considering my proposal. I look forward to the possibility of collaborating with you to bring your project to life. Best regards, Alberto P.

@hassann007

Hey , I just finished reading the job description and I see you are looking for someone experienced in Data Mining, n8n, Selenium, Web Scraping, Data Entry, BeautifulSoup, Data Collection, Python, Scrapy and Data Scraping. This is something I can do. Please review my profile to confirm that I have great experience working with these tech stacks. While I have few questions: 1. These are all the requirements? If not, Please share more detailed requirements. 2. Do you currently have anything done for the job or it has to be done from scratch? 3. What is the timeline to get this done? Why Choose Me? Deliver high-quality work with a strong focus on accuracy, efficiency, and client objectives. Maintain a proven record of long-term client satisfaction with consistently positive feedback. Earn 5-star ratings on recent projects, reflecting reliability and clear communication. Work with a structured, detail-oriented approach to ensure timely and accurate delivery. Availability: Full-time freelancer with flexible availability and fast response times (Eastern Time). I will share with you my recent work in the private chat due to privacy concerns! Please start the chat to discuss it further. Regards, Hassan.

@josephw159

Hi there, You're aiming to automate two n8n workflows: a News Aggregation pipeline that fetches, cleans, and exports articles every 6 hours, and a Job Listings scraper with daily exports. I’ve spent 13+ years as a Senior Software Architect across backend, cloud-native systems (AWS, Azure, GCP), microservices, DevOps, and AI/GenAI, delivering scalable data pipelines, robust APIs, and reliable CI/CD for fintech, e-commerce, SaaS, and data products. I’ve built n8n-driven automations and data processing stacks using Python (Scrapy, BeautifulSoup, Selenium), with exports to Excel (.xlsx), CSV, Google Sheets, and databases, all with deduplication and thorough error handling. For your project, I would design two modular workflows with source configuration, idempotent processing, and centralized error logging. Scheduling would be implemented with n8n cron triggers (every 6 hours for News, daily for Jobs), and outputs would be clean, human-readable files with optional YAML/JSON metadata. I’ll include setup and usage docs and a sample output file to validate the pipeline before handoff. If this aligns with what you’re looking for, I can start with a short technical discussion or a small paid milestone to validate the approach.

@MuhammadAsad108

✔ I deliver 100% work — 99.9% is not for me. ✔ Workflow Diagram News Sources / Job Sites Setup ⟶⟶ n8n Node Configuration ⟶⟶ Data Fetch & Scraping ⟶⟶ Transformation & Deduplication ⟶⟶ Export to Excel / CSV / Google Sheets ⟶⟶ Scheduling & Automation ⟶⟶ Error Handling & Logging ⟶⟶ Documentation Key Highlights ✔ Fully automated n8n workflows — run every 6 hours (news) and once daily (jobs). ✔ Multi-source integration — fetch data from APIs and websites with pagination support. ✔ Clean, structured output — human-readable Excel, CSV, or Google Sheets files. ✔ Deduplication — avoids repeated news articles or job postings. ✔ Data transformation — extract key fields like title, summary, source, date, category, and job details. ✔ Scalable & maintainable — easily add new sources or sites in the future. ✔ Robust error handling — workflow logs errors for monitoring and maintenance. ✔ Documentation included — setup, usage, and instructions to extend workflow. Best Regards, Hamza n8n Workflow Automation | Web Scraping | Data Transformation & Export

@LiamKJ

Your core challenge is reliably aggregating and cleansing diverse, dynamic content from multiple sources without duplication or failure, on a fixed schedule. If this process isn’t robust, you risk inconsistent data, gaps in information, and increased manual effort undermining your workflow’s value. I specialize in designing resilient, scalable n8n automations that handle complex scraping, transformation, and export tasks seamlessly, maintaining data integrity and uptime. I've successfully deployed similar workflows for clients outside this platform and offer a strategic initial discount to establish trust and demonstrate capability here. Let’s discuss any specific source complexities or preferred output formats to ensure the solution fits perfectly. Liam Jasson

@parvm0

I can build both of these n8n automations for you. I’ve already worked with n8n on API integrations, web scraping, data cleaning, deduplication, and exporting data to Excel and Google Sheets, so this setup fits well with what I’ve done before. I’ll set up the news workflow to pull data every 6 hours, clean it, remove duplicates, and store it properly. The job scraper will run daily, scrape all the job sites you provide, handle pages, avoid reposts, and save everything in a structured file. I’ll also keep the workflows easy to extend and maintain. Let’s connect once, go through the sources, and I’ll start right away.

@jovans49

Hi there, I am excited about the opportunity to build your n8n workflows for news aggregation and job listing scraping. I have extensive experience in creating automated workflows with n8n, ensuring efficient data collection and transformation. For your project, I will set up the n8n workflow to fetch news from multiple sources every 6 hours and format it into a clean output (Excel or CSV) while avoiding duplicates and implementing robust error handling. For the job listings, I will ensure the scraper accurately captures all key job details daily, making the output easily expandable for future job sites. I will provide all deliverables with comprehensive setup and usage documentation to help you maintain the workflows. We can kick off this project immediately, with a timeline of about 7-10 days to have both workflows fully functional.

@tharindupht94

Hi there, I read your requirements for both the News Aggregator and Job Listings Scraper. Since I specialize in n8n automation and web scraping, I can build both workflows for you as a complete package. My Technical Approach: Project 1: News Aggregator (Every 6 Hours) Source: I will use RSS Read nodes for direct feeds or NewsAPI integrations to fetch content reliably. Processing: n8n will clean the HTML tags, extract summaries using Regex or AI (optional), and format the dates. Storage: Data will be appended to Google Sheets/Excel. Project 2: Job Scraper (Daily) The Challenge: Job sites often block simple scrapers and have complex pagination. The Solution: I will integrate n8n with a scraping service (like Apify or ZenRows) to handle dynamic pages, pagination, and anti-bot protection. Deduplication: I will implement a logic check in n8n (comparing Job IDs or URLs against the existing database) to ensure no duplicate jobs are saved. Why me? I recently built a complex Google Maps Scraper using n8n that handles data extraction, deduplication, and database syncing automatically. I can apply the same robust logic here. Deliverables: Two separate, annotated .json workflow files. Google Sheets/Excel setup for output. Documentation on how to add new sources. I can start immediately. Best regards, Tharindu Prabhashana