Senior ML Engineer — Scale Production ML for Real Estate

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

Benefits offered by this job

Healthcare

401K

Stock purchase plan

Paid time off

Tuition reimbursement

On-site snacks

Job summary

Homes.com, a CoStar Group company, seeks a Machine Learning Engineer to build and scale production-grade ML solutions that enhance our products and user experiences. You will work with software engineers, product leaders, and business stakeholders to deploy models across large datasets on our cloud platform.

The role requires 5+ years in ML/DS, 3+ years Python, and experience with recommender systems or computer vision.

Qualifications

• Bachelor's degree required from an accredited institution.
• 5 years of professional development experience as Machine Learning Engineer 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, and feature engineering.

Responsibilities

• Collaborate on the 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 improve our customer's experience.
• Gain an understanding of the CoStar business and how ML can improve things.

Skills

Python

Machine Learning

Recommendation systems

Computer vision

PyTorch / TensorFlow

Education

Bachelor's degree

Tools

Databricks

SageMaker

Job description

Homes.com, a CoStar Group company, seeks a Machine Learning Engineer to build and scale production-grade ML solutions that enhance our products and user experiences. You will work with software engineers, product leaders, and business stakeholders to deploy models across large datasets on our cloud platform.

The role requires 5+ years in ML/DS, 3+ years Python, and experience with recommender systems or computer vision.