Staff Data Scientist

📋 Description

• Design, develop, and implement production-quality statistical and machine learning systems for
• Partner with technical leadership to develop valuation methodologies and solve challenging
• Translate research concepts into scalable, production-ready software.
• Design evaluation frameworks to measure model performance, reliability, and robustness.
• Develop methodologies for complex use cases, including uncertainty estimation and confidence
• Build interpretable ML systems with transparent results for consumers and professionals.

🎯 Requirements

• Strong ML and statistics background with experience applying advanced analytics to complex problems.
• Production-quality ML system development and deployment experience.
• Excellent Python programming and strong software engineering fundamentals.
• Experience with testing, version control, modular architecture, maintainable code.
• Solid understanding of statistical modeling, interpretable ML, optimization, and model evaluation.
• Ability to reason from first principles and tackle open-ended problems.

🎁 Benefits

• Compensation range of $225,000–$250,000 per year.
• Opportunity to work on high-impact ML systems in residential real estate valuation.
• Direct collaboration with senior technical leadership on challenging problems.
• Hands-on ownership of production ML systems and valuation methodologies.
• Influence on technical standards, engineering practices, hiring, and long-term direction.
• Potential for increased leadership responsibilities as the team expands.