Homes.com - Machine Learning Engineer
Core
Design, build, test, and deploy scalable machine learning models to improve property search and marketing experiences on Homes.com.
Role type
Machine Learning Engineer
Builds
Cloud-based ML environment and scalable models for real estate property search
Domain
Real Estate / PropTech
Deliverable
production ML models
Required skills
Python, recommendation systems, computer vision, supervised/unsupervised learning, model evaluation, feature engineering, deep learning frameworks (PyTorch or TensorFlow)
Preferred skills
ML cloud tools (Databricks, Amazon Personalize, SageMaker), SQL-based relational databases, document-based databases, streaming and batch data processing at scale
Responsibilities
Collaborate on improving CoStar's cloud-based ML environment; Design, build, test, and deploy scalable ML models; Collaborate with engineers and product owners to create ML solutions; Understand business context to apply ML
Seniority
Mid-Senior, hands-on IC