Staff Data Scientist

📋 Description

• Design, develop, and implement production-quality statistical and ML systems for valuation and
• Partner with leadership to develop valuation methodologies and solve statistical problems.
• Translate research concepts into scalable, production-ready software.
• Design evaluation frameworks to measure model performance and robustness.
• Develop methodologies for rare cases, confidence estimation, and uncertainty quantification.
• Build interpretable ML systems with transparent results for users.

🎯 Requirements

• Strong ML and statistics background with practical production experience.
• Experience building and deploying production ML systems.
• Excellent Python programming and software engineering fundamentals.
• Experience with testing, version control, modular architecture, maintainable code.
• Strong statistical modeling, interpretable ML, optimization, and evaluation knowledge.
• Ability to reason from first principles and tackle open-ended problems.

🎁 Benefits

• Compensation range of $225,000–$250,000 per year (salary details).
• Work on high-impact ML systems in residential real estate valuation.
• Direct collaboration with senior technical leadership on open-ended problems.
• Hands-on ownership of production ML systems and methodologies.
• Opportunity to influence technical standards and hiring.
• Potential for increased leadership responsibilities as the team grows.