Senior Machine Learning Engineer - 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
Senior Machine Learning Engineer (Production)
Builds
Cloud-based machine learning platform and scalable ML models for large-scale datasets
Domain
Real Estate / Commercial and Residential Property Search
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 (DynamoDB), streaming and batch data processing at scale
Responsibilities
Design, build, test and deploy scalable, reusable and maintainable models; Collaborate with software engineers, product leaders, and business stakeholders to create ML solutions; Improve CoStar's cloud-based machine learning environment; Understand CoStar business to apply ML for customer experience improvements
Seniority
Senior, hands-on IC