🛠 Tech Stack

💼 About This Role

You'll own and deliver complex measurement science and modeling work for Samba's audience sciences products. Your core impact will be building production-quality ML solutions on billion-row viewership datasets. This role stands out for its emphasis on first-principles statistical reasoning over library application.

🎯 What You'll Do

• Write production-quality Python and PySpark code end-to-end.
• Design and deploy measurement models and statistical frameworks.
• Build multi-touch attribution and causal ML models.
• Partner with Data Engineering to ensure reliable model inputs.

📋 Requirements

• 5-7 years of professional data science experience.
• Python expert with clean, modular, production-ready code.
• Advanced PySpark and Databricks on billion-row datasets.
• Deep command of statistics and ML, including causal inference.

✨ Nice to Have

• Experience with multi-touch attribution (MTA) modeling.
• Hands-on experience with Causal ML methods (meta-learners).
• Exposure to TV/digital viewership data (ACR, STB, panels).

🎁 Benefits & Perks

• 💰 Competitive salary: $150k-$185k
• 🏖️ Unlimited PTO (inferred typical startup benefit)
• 🏥 Health insurance (inferred standard)
• 📈 Equity (inferred for SF startup)

📨 Hiring Process

Estimated timeline: 2-4 weeks · AI estimate

1. 1Recruiter Call· 30 min
2. 2Technical Screen· 60 min
3. 3Onsite Interviews· 4 hours