🛠 Tech Stack

💼 About This Role

You'll own a high-impact client intelligence initiative from data collection to production deployment, building an ML scoring model that feeds directly into the sales pipeline. This strategic project is co-managed by executives and offers end-to-end ownership.

🎯 What You'll Do

• Build market intelligence database through scraping and enrichment
• Design scrapers to extract signals from nonprofit websites
• Develop binary classifiers for fundraising website detection
• Integrate financial data from international nonprofit registries
• Deploy scoring model into Salesforce

📋 Requirements

• 5+ years of ML/DS production experience
• Expertise in gradient boosting and NLP/LLMs
• Proven experience with large-scale web scraping
• Advanced SQL and work with ClickHouse/MongoDB
• MLOps experience with Docker, Git, CI/CD

✨ Nice to Have

• Hypothesis-driven mindset
• Ability to communicate complex concepts to non-technical audiences
• Comfort in fast-paced, data-rich environments

🎁 Benefits & Perks

• 🏥 Private medical insurance for employee and family
• 🏖️ 22 paid vacation days per year
• 📚 English learning courses and professional education
• 🏋️ Gym or swimming allowance
• 📈 Equity options

📨 Hiring Process

Estimated timeline: 2-4 weeks · AI estimate

1. 1Recruiter Call· 30 min
2. 2Technical Interview· 60 min
3. 3System Design· 60 min