Machine Learning Engineer II - Homes.com - Arlington, VA
Core
Building and scaling production-grade machine learning solutions to enhance CoStar's real estate products and customer experience.
Role type
Machine Learning Engineer II (Production ML)
Builds
Cloud-based machine learning platform and scalable ML models for real estate marketplaces
Domain
Real Estate / Commercial and Residential Property Search
Deliverable
production ML models
Required skills
Python, recommendation systems, deep learning frameworks (PyTorch/TensorFlow), supervised/unsupervised learning, feature engineering, model evaluation
Preferred skills
ML cloud tools (Databricks, SageMaker, Amazon Personalize), SQL/document databases, streaming and batch data processing at scale
Responsibilities
Design, build, test, and deploy scalable ML models; collaborate with engineers and product leaders to solve practical problems; improve the cloud-based ML environment
Seniority
Mid-level, hands-on IC