Homes.com - Senior Machine Learning Engineer
CoStar Group•Arlington, TX
•Hybrid
About The Position
Homes.com is a CoStar Group company that is rapidly growing and aims to be the #1 real estate portal. We are looking for innovative individuals to help define a new age of homebuying. This role involves working within a successful and established company that has a proven track record in digital marketplaces.
Requirements
- Bachelor's degree required from an accredited, not-for-profit, in-person college/university
- A track record of commitment to prior employers
- 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)
Nice To Haves
- Experience with ML cloud tools such as Databricks, Amazon Personalize, SageMaker
- Experience with SQL-based relational databases (e.g. AWS RDS) or document-based databases (e.g. DynamoDB).
- Experience solving streaming and batch data processing problems at scale
- Experience building, deploying and optimizing ML models
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 improves our customer’s experience
- Gain an understanding of the CoStar business and how ML can improve things
Benefits
- Generous compensation and performance-based incentives
- Internal training
- Tuition reimbursement
- Comprehensive healthcare coverage: Medical / Vision / Dental / Prescription Drug
- Life, legal, and supplementary insurance
- Commuter and parking benefits
- 401(K) retirement plan with matching contributions
- Employee stock purchase plan
- Paid time off
- Tuition reimbursement
- Complimentary gourmet coffee, tea, hot chocolate, prepared foods, fresh fruit, and other healthy snacks
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What This Job Offers
Job Type
Full-time
Career Level
Senior
