Staff Data Scientist

📋 Description

• Design, develop, and implement production ML systems for real estate valuation.
• Partner with leadership to create valuation methodologies.
• Translate ideas into scalable, production-ready software.
• Design evaluation frameworks for model performance and robustness.
• Develop methods for rare cases, confidence estimation, and uncertainty.
• Build interpretable ML systems for transparency to users.

🎯 Requirements

• Strong ML and statistics background with production experience.
• Proven track record delivering production ML systems.
• Excellent Python and software engineering fundamentals.
• Experience with testing, version control, modular design.
• Deep understanding of statistical modeling and model evaluation.
• Strong problem-solving and communication skills.

🎁 Benefits

• Compensation range of $225,000–$250,000 per year.
• Work on high-impact ML systems in real estate valuation.
• Collaborate with senior leadership on challenging problems.
• Hands-on ownership of production ML systems.
• Influence technical standards and team direction.
• Opportunities for expanded leadership as the team grows.