
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.
🔥 0 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.
• Own end-to-end data extraction workflows across complex websites • Ensure complete coverage, accuracy, and reliable delivery of structured datasets • Leverage available tools and custom workflows to accelerate data collection, validation, and task execution • Ensure reliable extraction from dynamic and interactive web sources • Adapt approaches to JavaScript-rendered content and changing site behavior • Enforce data quality through validation checks, cross-source consistency controls, formatting specifications, and systematic verification • Scale scraping operations for large datasets using efficient batching or parallelization • Monitor failures and maintain stability against minor site structure changes • Use tools such as Apify, OpenRouter, and other technologies for 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 technical foundation and practical experience with scripting, automation, and data extraction workflows • Strong experience in Python web scraping, including BeautifulSoup, Selenium or similar, 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, and Google Sheets • 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 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 • English proficiency: Upper-intermediate (B2) or above • A link to GitHub is a plus
• Freelance project opportunity • Part-time schedule estimated at 10–20 hours per week during active project phases • Remote work • Compensation up to $40 per hour equivalent, depending on level and pace of contribution
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