Senior ML Engineer - Remote Fridays, Real Estate ML

Homes.com; Arlington (VA); Hybrid; USD 166,000 - 204,000; Full time

Benefits offered by this job

Healthcare coverage

401(K) retirement plan

Stock purchase plan

Paid time off

Tuition reimbursement

Commuter/parking benefits

Job summary

Homes.com, a CoStar Group company in Arlington, VA, is seeking a Machine Learning Engineer to build and scale production-grade ML solutions that enhance CoStar’s products and customer experience. You will work with software engineers, product leaders, and data stakeholders to deploy models at scale on our cloud platform, focusing on reusable, efficient ML systems and collaboration across teams.

This role requires a strong background in Python, ML fundamentals, and experience with large datasets.

Qualifications

• Bachelor's degree from an accredited college/university
• 5+ years of professional development experience as Machine Learning Engineer, Data Scientist or related role
• 3+ years of programming experience with Python
• Experience with recommendation systems and (preferably) computer vision
• Strong foundations in ML concepts including supervised/unsupervised learning, model evaluation, feature engineering, and familiarity with deep learning frameworks (PyTorch or TensorFlow)

Responsibilities

• Collaborate on continued improvement of CoStar’s cloud-based machine learning environment
• Design, build, test and deploy scalable, reusable and maintainable models that handle large amounts of data
• Collaborate with other engineers, product owners, and leadership to create ML solutions that solve practical problems and improves our customer’s experience
• Gain an understanding of the CoStar business and how ML can improve things

Skills

Python programming

Recommendation systems

Computer vision

PyTorch

TensorFlow

ML concepts

Education

Bachelor's degree

Tools

Databricks

Amazon Personalize

SageMaker

AWS RDS

DynamoDB

Job description

Homes.com, a CoStar Group company in Arlington, VA, is seeking a Machine Learning Engineer to build and scale production-grade ML solutions that enhance CoStar’s products and customer experience. You will work with software engineers, product leaders, and data stakeholders to deploy models at scale on our cloud platform, focusing on reusable, efficient ML systems and collaboration across teams.

This role requires a strong background in Python, ML fundamentals, and experience with large datasets.