🛠 Tech Stack

💼 About This Role

You'll own commercial auto pricing models end-to-end at a fast-growing insurtech startup. Your work directly shapes underwriting decisions and portfolio quality by turning data into production models. This role combines statistical rigor with real-world product impact.

🎯 What You'll Do

• Own **commercial auto pricing models** from feature development to deployment
• Build and deploy **loss cost models** for pricing
• Design **feature pipelines** from raw submission and claims data
• Develop **model monitoring frameworks** for drift and calibration

📋 Requirements

• 3+ years building and deploying predictive pricing models in production
• Familiarity with actuarial concepts (loss development, exposure rating, credibility)
• Strong foundation in statistics: GLMs, GBDTs, time series, Bayesian methods
• Proficiency in Python and SQL

✨ Nice to Have

• Experience in insurance, insurtech, or fintech
• Exposure to telematics pricing models
• Experience with NLP/document extraction from unstructured submissions

🎁 Benefits & Perks

• 🏥 Premium Healthcare: 100% contribution to top-tier health, dental, vision
• 🏖️ Unlimited PTO for flexibility and recharge
• 🥗 Daily lunches, dinners, and snacks in office
• 📚 Professional Development: access to premium coaching
• 🐶 Dog-friendly office in SF