Staff Data Scientist

📋 Description

• Design and implement production-grade ML systems for residential valuation.
• Collaborate with tech leadership to develop valuation methodologies.
• Translate research into scalable software.
• Create evaluation frameworks for model performance and robustness.
• Develop methods for rare properties, confidence, and uncertainty.
• Build interpretable ML with transparent results.

🎯 Requirements

• Strong ML and statistics background; apply advanced techniques to real problems.
• Experience deploying production ML systems, not just research.
• Excellent Python and software engineering fundamentals.
• Experience with testing, version control, modular code, maintainable software.
• Solid understanding of statistical modeling and interpretable ML.
• Ability to reason from first principles and solve ambiguous problems.

🎁 Benefits

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