Senior Machine Learning Engineer - Homes.com - Arlington, VA
Job Description
This Machine Learning Engineer role focuses on building and scaling production-grade machine learning solutions that directly enhance CoStar’s products and customer experience. The engineer will work closely with software engineers, product leaders, and business stakeholders to develop, deploy, and optimize ML models across large-scale datasets, while helping evolve CoStar’s cloud-based machine learning platform.
This position is located in Arlington, VA and will have a 4-day onsite schedule Monday-Thursday, with Fridays work from home.
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
BASIC QUALIFICATIONS:
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)
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
WHAT’S IN IT FOR YOU:
When you join CoStar Group, you’ll experience a collaborative and innovative culture working alongside the best and brightest to empower our people and customers to succeed.
We offer you generous compensation and performance-based incentives. CoStar Group also invests in your professional and academic growth with internal training and tuition reimbursement.
Our benefits package includes (but is not limited to):
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
The final salary or hourly rate offered for this role with fall within the range set forth below based on a variety of factors, including but not limited to, geographic location, skills, and competencies.
Base Compensation: $166,000-204,000
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