Homes.com - Senior Machine Learning Engineer
CoStar Group, Inc.
- United States
- United States
Über
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.
Basic Qualifications
Bachelor's degree from an accredited, not-for-profit, in‑person 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).
A track record of commitment to prior employers.
Preferred Skills
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.
Benefits
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.
We welcome all qualified candidates who are currently eligible to work full‑time in the United States to apply. However, please note that CoStar Group is not able to provide visa sponsorship for this position.
CoStar Group is an Equal Employment Opportunity Employer; we maintain a drug‑free workplace and perform pre‑employment substance abuse testing.
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Sprachkenntnisse
- English
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