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nlp docker mongodb python fastapi📋 Description
- Own end-to-end client intelligence initiative: collect, enrich, model, deploy.
- Build a market intelligence dataset via scraping, enrichment, scoring.
- Design scrapers to extract signals from nonprofit sites.
- Develop filters like "Is this site for fundraising?" classifier.
- Source financial data from registries and third-party signals.
- Deploy scoring model and integrate with Salesforce.
🎯 Requirements
- 5+ years ML/DS experience solving real product problems
- Strong ML/statistics expertise; gradient boosting; NLP/LLM
- Proven large-scale web scraping and data pipeline experience
- Metrics-driven; connect ML metrics to business metrics
- Python-focused engineering culture; clean code and patterns
- Advanced SQL; build datasets in ClickHouse and MongoDB
🎁 Benefits
- 31 days off
- 100% paid telemedicine
- Home Office Setup Assistance
- English learning courses
- Relevant professional education
- Remote working
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