Data Scientist
Core
Design and deploy predictive models to forecast space utilization, optimize portfolio performance, and predict key drivers of employee experience for global corporations.
Role type
Senior IC data scientist (commercial real estate analytics)
Builds
Scalable machine learning solutions and predictive models for workplace and portfolio strategies
Domain
Commercial real estate / workplace analytics / human experience measurement
Deliverable
production ML models
Required skills
SQL, Python, Machine Learning (Supervised and Unsupervised), ML Ops, Big Data tools (Spark, Databricks), Natural Language Processing (NLP)
Preferred skills
Experience in commercial real estate, workplace analytics, or human experience measurement
Technologies
Azure, Python, Spark, Databricks
Responsibilities
Build, validate, and deploy machine learning models; Partner with cross-functional teams to align models with client objectives; Design and manage ML models on Azure cloud; Translate model outputs into actionable recommendations for clients and leadership
Seniority
Mid-level (2+ years experience)
