Related skills
docker python fastapi rag openai📋 Description
- Build a market intelligence DB from data collection and enrichment
- Design and operate scrapers to extract signals from nonprofit sites
- Develop filters such as 'Is this website for fundraising?' classifier
- Source and integrate financial data from registries and third-party signals
- Store enriched data in internal DB for cross-team research
- Deploy scoring model and integrate outputs into Salesforce
🎯 Requirements
- 5+ years ML/DS experience solving real product problems
- Strong ML & statistics expertise; gradient boosting; NLP/LLM
- Proven experience with large-scale web scraping and data pipelines
- Metrics-driven: connect ML metrics (ROC-AUC, F1, RMSE) with business metrics
- Strong engineering culture: Python, clean code, design patterns
- Advanced SQL; build datasets in ClickHouse and work with MongoDB
🎁 Benefits
- Private medical insurance for the employee and their family
- 20 paid vacation days per year
- 15 paid public holidays per year
- 5 company-paid sick leave days
- Home Office Setup Assistance: furniture and workspace items
- Remote working
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