Vibecode Specialist Web Scraping And Data Extraction

About OpenTrainOpenTrain 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 opportunityPart-time contractor engagementPay rate of $20 per hourMinimum time requirement of 20+ hours per weekAbout AI Training And Data WorkAI 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 developmentUse human review and critical thinking to improve data qualityContribute to a fast-growing field with flexible remote workThe Vibecode Specialist RoleOpenTrain 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 contractorLocation: Global, any locationData type: TextPrimary focus: Web data extraction and automationPay: $20 per hourWhat You'll DoYou 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 contentExtract data across hierarchical structures such as category, entity, and detail pagesBuild resilient scraping strategies using selectors, fallbacks, and retriesClean, normalize, and validate collected dataDeliver structured outputs in CSV, JSON, or Google SheetsUse batching, parallelization, or equivalent approaches to scale larger scraping jobsUse Apify, OpenRouter, LLMs, and AI-assisted workflows to improve extraction efficiencyEvaluate outputs and enforce formatting and accuracy requirementsRequirementsThis 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 analysisStrong Python web scraping skills using tools such as BeautifulSoup and Selenium or Playwright, or equivalent technologiesProven experience scraping dynamic or JavaScript-heavy websitesExperience handling multi-level or hierarchical site structuresAbility to respond to changing website structures with resilient scraping methodsAbility to produce clean, normalized, validated structured dataExperience with scaling large scraping jobs through batching, parallelization, or comparable performance techniquesFamiliarity with LLMs and AI tools for prompting, automation, or extraction assistanceFluent English at B2 level or higherAbility to follow detailed specifications and document edge cases clearlyWho Should ApplyApply 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 specialistsPython developers and software professionalsData engineers and data analystsProfessionals experienced with dynamic websites and structured dataCandidates who can communicate clearly in fluent EnglishHow To ApplyCreate 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 requirementsCreate or update your free OpenTrain profileApply in minutes through O