Staff Data Scientist

📋 Description

• Design, develop, and implement production ML systems for residential valuation.
• Partner with leadership to create innovative valuation methods.
• Translate research ideas into scalable production software.
• Design evaluation frameworks for model performance and robustness.
• Build interpretable ML systems for transparent results.

🎯 Requirements

• Strong ML and statistics background with real-world applications.
• Experience deploying production ML systems (not just research).
• Excellent Python programming and software engineering skills.
• Experience with testing, version control, modular architecture.
• Solid understanding of statistical modeling, interpretable ML, optimization.
• Able to reason from first principles and solve open-ended problems.

🎁 Benefits

• Opportunity to work on high-impact statistical systems.
• Direct collaboration with senior technical leadership.
• Hands-on ownership of production ML systems.
• Influence technical standards, hiring, and long-term direction.
• Potential for increased leadership responsibilities.
• Work on interpretable and explainable ML systems where transparency matters.