Staff Data Scientist

📋 Description

• Design, develop, and implement production ML systems for residential property valuation.
• Partner with leadership to craft valuation methodologies and solve statistical problems.
• Translate research ideas into scalable, production-ready software.
• Develop evaluation frameworks to measure model performance and robustness.
• Build interpretable ML systems for transparency to users.
• Collaborate with software teams to integrate capabilities into production.

🎯 Requirements

• Strong ML and statistics background with practical results.
• Experience deploying production ML systems, not just research.
• Excellent Python programming and software engineering fundamentals.
• Experience with testing, VCS, modular architecture, maintainable code.
• Strong modeling, interpretable ML, optimization, evaluation.
• Ability to reason from first principles on open-ended problems.

🎁 Benefits

• Compensation range of $225,000–$250,000 per year.
• Work on high-impact ML systems in real estate valuation.
• Direct collaboration with senior technical leadership.
• Hands-on ownership of production ML systems and valuation methods.
• Opportunity to influence standards, hiring, and long-term direction.
• Potential for increased leadership as the team grows.