🛠 Tech Stack

💼 About This Role

You'll design, develop, and deploy machine learning models to support marketing, forecasting, and operational decision-making. Your work will directly influence customer engagement and business performance in a mission-driven environment focused on transforming homeownership. This role combines hands-on model development with strategic analytics in a remote-first, collaborative team.

🎯 What You'll Do

• Design, develop, and deploy machine learning models for marketing and forecasting.
• Build and maintain time-series forecasts, predictive models, and performance dashboards.
• Monitor model performance, detect drift, and implement improvements.
• Perform advanced analytics including root-cause analysis and exploratory data analysis.

📋 Requirements

• 4–5 years of experience in data science, machine learning, or applied statistics.
• Strong proficiency in Python (Pandas, NumPy, scikit-learn).
• Solid experience with SQL for data extraction and transformation.
• Hands-on experience across the full ML lifecycle including preprocessing, training, and monitoring.

✨ Nice to Have

• Experience with PyTorch or TensorFlow.
• Exposure to AI tools or LLM-based platforms like Claude or Gemini.
• Master’s degree in a quantitative field.

🎁 Benefits & Perks

• 💰 Competitive salary ranging from $156,750 to $198,450.
• 🏥 Comprehensive health coverage including medical, dental, and vision.
• 🏖️ Unlimited PTO plus company holidays.
• 🏠 Fully remote work flexibility within eligible US states.
• 👶 Fully paid parental leave with transition support.

📨 Hiring Process

Estimated timeline: 2-4 weeks · AI estimate

1. 1Recruiter Screen· 30 min
2. 2Technical Interview· 60 min
3. 3Hiring Manager Interview· 45 min
4. 4Final Round with Panel· 60 min