Staff Data Scientist

📋 Description

• Design and deploy production ML systems for residential property valuation.
• Collaborate with leadership to develop valuation methodologies.
• Translate research ideas into scalable production software.
• Build evaluation frameworks for model performance and robustness.
• Implement uncertain estimation and interpretable ML systems.
• Work with software engineers to integrate analytics into production.

🎯 Requirements

• Strong ML and statistics background.
• Experience deploying production ML systems.
• Excellent Python and software engineering fundamentals.
• Testing, version control, modular architecture, maintainable code.
• Rigorous model evaluation and uncertainty estimation.
• Clear communication and collaboration; mentoring; leadership mindset.

🎁 Benefits

• Compensation $225,000–$250,000 per year.
• High-impact work in residential real estate valuation.
• Direct collaboration with senior technical leadership.
• Ownership of production ML systems and valuation methodologies.
• Opportunity to influence technical standards and hiring.
• Potential for increased leadership as team grows.