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Mindrift
Data Science & Analytics 1d ago

Senior Python Data Scraping Engineer (Freelance) - Tendem Project

mindrift
United KingdomUnited Kingdom
Freelance
$45 per hour (equivalent)
Senior-Level

Job Description

Key Skills Required

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Web ScrapingAutomation EngineerData EngineeringLangChain

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Mindrift is seeking highly skilled Senior Python Data Scraping Engineers to join the Tendem project and drive specialized data scraping workflows for real-world applications. In this role, you will apply your expertise in web scraping, data extraction, and data processing to deliver accurate, reliable, and high-quality results.

The Mindrift platform connects specialists with innovative technology projects, aiming to develop high-quality AI technologies by combining real-world expertise with advanced AI development efforts.

Key Responsibilities

  • Own end-to-end data extraction workflows across complex websites, ensuring complete coverage, accuracy, and reliable delivery of structured datasets.
  • Leverage available tools and custom workflows to accelerate data collection, validation, and task execution while meeting defined requirements.
  • Ensure reliable extraction from dynamic and interactive web sources, adapting approaches to handle JavaScript-rendered content and changing site behavior.
  • Enforce data quality standards through validation checks, cross-source consistency controls, adherence to formatting specifications, and systematic verification prior to delivery.
  • Scale scraping operations for large datasets using efficient batching or parallelization, monitor failures, and maintain stability against minor site structure changes.

Requirements

  • Experience: At least 5+ years of relevant experience in data engineering, web scraping, automation, or software development.
  • Bachelor’s or Master’s Degree in Engineering, Applied Mathematics, Computer Science, or related fields is a plus.

Candidates should possess a strong technical foundation and practical experience with scripting, automation, and data extraction workflows. You must be able to solve non-trivial problems, work confidently with modern development tools and technologies, and systematically collect, structure, and validate data from diverse sources. A methodical, detail-oriented approach and the ability to work independently are essential.

Technical Skills (Essential)

  • Strong experience in Python web scraping (BeautifulSoup, Selenium, or similar), including dynamic content (JS, AJAX, infinite scroll) and APIs via proxies.
  • Proven ability to extract data from complex structures (hierarchies, archived pages, inconsistent HTML).
  • Solid background in data cleaning, normalization, and validation, delivering structured datasets (CSV, JSON, Google Sheets).

Additional Requirements

  • Demonstrated experience handling anti-bot mechanisms and dynamic site structures at scale.
  • Experience with cloud infrastructure (AWS or equivalent) and containerization (Docker) as part of real workflows.
  • Hands-on experience with LLM frameworks (LangChain, OpenRouter, or similar) applied to automation tasks.
  • Strong attention to detail and commitment to data accuracy.
  • Self-directed work ethic with the ability to troubleshoot independently.
  • A link to GitHub is a plus.
  • English proficiency: Upper-intermediate (B2) or above (required).

The project time expectations are around 10–20 hours per week during active phases, based on project requirements.

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Mindrift is an AI training platform dedicated to advancing Generative AI by connecting subject matter experts and writers with data generation projects. Powered by Toloka, the platform enables freelance 'AI Tutors' to create high-quality text used to train and refine cutting-edge Large Language Models (LLMs). With a global community covering over 20 languages and 90 knowledge domains, Mindrift focuses on improving the accuracy and reliability of AI technology.

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