Vibecode Specialist (Web Scraping and Data Extraction)

The Work

You will own web scraping and data extraction workflows from start to finish. The work involves collecting structured data from complex websites, including pages that load content through JavaScript, AJAX, or infinite scroll.

You will combine Python scripts with tools such as Apify and OpenRouter. AI agents will handle repetitive steps, while you troubleshoot failures, check results, handle unusual cases, and make sure the final data meets the required format.

  • Extract data from multi-level website structures, such as category, entity, and detail pages.
  • Build and maintain Python scrapers using tools such as BeautifulSoup, Selenium, Playwright, or equivalents.
  • Create resilient workflows with selectors, fallback methods, retries, batching, and parallel processing.
  • Clean, normalize, and validate data before delivery.
  • Deliver structured datasets in formats such as CSV, JSON, and Google Sheets.
  • Use LLMs and other AI tools for prompting, automation, and extraction support.
  • Document edge cases and apply quality control to AI-assisted workflows.

What It Pays and Takes

This is a part-time contractor role for an intermediate-level contributor. The work is open worldwide, and you must be able to work in fluent English at B2 level or higher.

  • $20 per hour, paid in USD.
  • Part-time contract work requiring 20 or more hours per week.
  • Open to candidates worldwide.
  • At least one year of experience in web scraping, data engineering, software development, automation, or data analysis.
  • Strong Python web scraping skills and experience with dynamic or JavaScript-heavy websites.
  • Experience working with hierarchical site structures and changing website layouts.
  • Ability to clean, normalize, validate, and format extracted data.
  • Fluent English at B2 level or higher, with the ability to follow detailed specifications and document edge cases.
  • Familiarity with LLMs or AI tools used to speed up technical workflows.

How It Works

Apply on OpenTrain. The employer reviews applications there.

About AI Training Work

AI training work is the human side of building artificial intelligence. People collect, organize, check, and improve data so AI systems can learn from reliable examples, and experienced contributors are paid for the technical judgment this work requires.

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