Data Scientist
Core
Build enhancements to data quality and research processes using machine learning and AI models for commercial real estate analytics.
Role type
Data Scientist (Machine Learning & AI)
Builds
Data quality improvements, AI-driven business process workflows, deployed demos, and visualizations for CoStar Research.
Domain
Commercial Real Estate / Data Analytics
Deliverable
production ML models | product features | dashboards & analysis
Required skills
Machine learning, artificial intelligence, statistical modeling, Python, PyTorch, model evaluation, data preparation, large dataset handling
Preferred skills
Large Language Models, AWS, computer vision, multi-modal models, commercial real estate domain knowledge
Technologies
Python, PyTorch, AWS
Responsibilities
Develop and evaluate ML models to enhance data quality; leverage frontier AI models (including computer vision) to improve business workflows; conduct rigorous experimentation and model validation; collaborate with product and engineering teams to translate requirements into solutions; demonstrate outputs via deployed demos or visualizations; monitor model performance and retrain/refine as necessary.
Seniority
Mid-level, hands-on IC