
501 - 1000 employees
🤖 Artificial Intelligence
🏪 Marketplace
☁️ SaaS
Artificial Intelligence • Marketplace • SaaS
Mindrift is a platform that connects skilled professional contributors and domain experts with AI training and evaluation projects run by leading technology companies. Part of Toloka, Mindrift recruits and vets freelancers—writers, editors, QA specialists, scientists, and subject-matter experts—to generate data, test model safety and reasoning, evaluate media quality, and build real-world scenarios that improve AI performance and reliability. It operates as a talent marketplace and platform for on-demand AI training, onboarding contributors through assessments and identity verification and offering flexible, paid project work.
🔥 5 minutes ago
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501 - 1000 employees
🤖 Artificial Intelligence
🏪 Marketplace
☁️ SaaS
Artificial Intelligence • Marketplace • SaaS
Mindrift is a platform that connects skilled professional contributors and domain experts with AI training and evaluation projects run by leading technology companies. Part of Toloka, Mindrift recruits and vets freelancers—writers, editors, QA specialists, scientists, and subject-matter experts—to generate data, test model safety and reasoning, evaluate media quality, and build real-world scenarios that improve AI performance and reliability. It operates as a talent marketplace and platform for on-demand AI training, onboarding contributors through assessments and identity verification and offering flexible, paid project work.
• Handle end-to-end data extraction workflows across complex websites • Ensure complete coverage, accuracy, and reliable delivery of structured datasets • Use tools and custom workflows to accelerate data collection, validation, and task execution • Extract data from dynamic and interactive web sources, including JavaScript-rendered content • Adapt scraping approaches to changing site behavior and structures • Enforce data quality through validation checks, cross-source consistency controls, formatting compliance, and systematic verification • Scale scraping operations for large datasets using efficient batching or parallelization • Monitor failures and maintain stability against minor site structure changes • Apply tools such as Apify, OpenRouter, and other technologies to web extraction and processing
• 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 technical fields is a plus • 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, including hierarchies, archived pages, and inconsistent HTML • Solid background in data cleaning, normalization, and validation, delivering structured datasets in CSV, JSON, or Google Sheets • Demonstrated experience handling anti-bot mechanisms and dynamic site structures at scale • Experience with cloud infrastructure such as AWS or equivalent and containerization with Docker • Hands-on experience with LLM frameworks such as LangChain, OpenRouter, or similar applied to automation tasks • Strong attention to detail and commitment to data accuracy • Self-directed work ethic with ability to troubleshoot independently • A link to GitHub is a plus • English proficiency: Upper-intermediate (B2) or above
• Freelance opportunity • Part-time schedule estimated at 10–20 hours per week during active project phases • Remote work • Opportunity to work on innovative technology and AI development projects
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