Vibecode Specialist Web Scraping And Data Extraction

About OpenTrain

OpenTrain AI is the hiring and contracting organization for this role. OpenTrain is the #1 platform for finding and building careers in AI training and data labeling, helping people start and grow careers teaching AI through real project work.

Creating an OpenTrain account is free, and candidates can apply in minutes. This opportunity is open globally to qualified contractors.

• Global work opportunity
• Part-time contractor engagement
• Pay rate of $20 per hour
• Minimum time requirement of 20+ hours per week

About AI Training And Data Work

AI training is the human side of building artificial intelligence. People collect, structure, review, and evaluate information that helps modern AI systems learn from better examples.

In this project, your web data extraction and quality-control work will support AI workflows. You will combine technical judgment with AI-assisted tools to produce reliable datasets for training and evaluation.

• Work at the intersection of automation and AI development
• Use human review and critical thinking to improve data quality
• Contribute to a fast-growing field with flexible remote work

The Vibecode Specialist Role

OpenTrain AI is seeking a Vibecode Specialist with hands-on experience in Python-based web scraping and data extraction. You will work with complex websites, including dynamic and JavaScript-rendered pages, and deliver clean, structured data.

You will own scraping workflows from extraction through validation and delivery. The work includes using internal tools such as Apify and OpenRouter alongside your own scripts and workflows in a hybrid AI and human setup.

The role requires fluent English at an upper-intermediate B2 level or higher, a global location, and availability for at least 20 hours per week.

• Role type: Part-time contractor
• Location: Global, any location
• Data type: Text
• Primary focus: Web data extraction and automation
• Pay: $20 per hour

What You’ll Do

You will extract information from complex, multi-level website structures and transform it into accurate datasets. You will also troubleshoot failures, adapt to changing site structures, and document edge cases clearly.

AI agents will handle repetitive steps where appropriate, while you provide quality control, validation, normalization, and critical thinking throughout the workflow.

• Scrape dynamic and JavaScript-rendered pages, including infinite scroll and AJAX content
• Extract data across hierarchical structures such as category, entity, and detail pages
• Build resilient scraping strategies using selectors, fallbacks, and retries
• Clean, normalize, and validate collected data
• Deliver structured outputs in CSV, JSON, or Google Sheets
• Use batching, parallelization, or equivalent approaches to scale larger scraping jobs
• Use Apify, OpenRouter, LLMs, and AI-assisted workflows to improve extraction efficiency
• Evaluate outputs and enforce formatting and accuracy requirements

Requirements

This role is suited to an intermediate professional with at least one year of experience in a relevant technical or analytical field. You should be comfortable working independently with detailed specifications and communicating technical edge cases in English.

• At least 1 year of experience in web scraping, data engineering, software development, automation, or data analysis
• Strong Python web scraping skills using tools such as BeautifulSoup and Selenium or Playwright, or equivalent technologies
• Proven experience scraping dynamic or JavaScript-heavy websites
• Experience handling multi-level or hierarchical site structures
• Ability to respond to changing website structures with resilient scraping methods
• Ability to produce clean, normalized, validated structured data
• Experience with scaling large scraping jobs through batching, parallelization, or comparable performance techniques
• Familiarity with LLMs and AI tools for prompting, automation, or extraction assistance
• Fluent English at B2 level or higher
• Ability to follow detailed specifications and document edge cases clearly

Who Should Apply

Apply if you enjoy solving practical automation problems and can balance programming skill with careful data review. This opportunity is especially relevant for web scrapers, automation specialists, developers, data engineers, and analysts who want to contribute to AI training workflows.

You should be prepared to spend 20 or more hours per week on the project and work as a part-time contractor from any location.

• Web scraping and automation specialists
• Python developers and software professionals
• Data engineers and data analysts
• Professionals experienced with dynamic websites and structured data
• Candidates who can communicate clearly in fluent English

How To Apply

Create a free OpenTrain account and apply through OpenTrain AI. If selected, you will use your technical experience to build, improve, and validate web data extraction workflows that support the development of AI systems.

• Review the role requirements
• Create or update your free OpenTrain profile
• Apply in minutes through OpenTrain
• Be ready to demonstrate relevant scraping, automation, and data-quality experience