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nlp docker mongodb python web scraping📋 Description
- Build market intelligence DB from data collection, scraping, and enrichment.
- Design scrapers to extract signals (products, payments) from nonprofit sites.
- Develop filters including a "Is this website for fundraising?" classifier.
- Source and integrate financial data from registries and third-party signals.
- Store and structure the enriched data in internal DB for research.
- Deploy scoring model and integrate outputs into Salesforce.
🎯 Requirements
- 5+ years ML/DS experience solving real product problems.
- Strong ML and statistics knowledge: gradient boosting; NLP.
- Proven experience with large-scale web scraping and data pipelines.
- Metrics-driven: link ML metrics to business metrics.
- Strong Python engineering; product-oriented coding; design patterns.
- Advanced SQL; build datasets in ClickHouse and MongoDB.
🎁 Benefits
- 31 days off
- 100% paid telemedicine plan
- Home Office Setup: furniture and equipment assistance
- English learning courses
- Relevant professional education
- Remote working
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