Senior Machine Learning Engineer — Innovating Real Estate Technology
Transforming Data Into Groundbreaking Solutions at CoStar Group's Homes.com
Are you passionate about using machine learning to shape the future?
Do you thrive on complex challenges, finding actionable insights from massive datasets, and building scalable AI models that power user experiences? At CoStar Group, we’re not just shaping real estate; we’re redefining it through data and innovation.
About Us:
For over 35 years, CoStar Group (NASDAQ: CSGP) has been a leader in real estate analytics and online marketplaces. As an S&P 500 and NASDAQ 100 company, we empower businesses and individuals with data-driven insights. Our newest venture, Homes.com, is set to revolutionize home buying just as Apartments.com transformed the rental market.
We’re on a mission to build the #1 real estate portal, and we need innovative, bold thinkers to help us get there. Join us as we redefine how millions of users discover their perfect homes.
What You'll Do:
- Innovate with AI: Design, build, and deploy scalable, maintainable models that handle massive amounts of data, transforming real estate experiences through machine learning.
- Data-Driven Solutions: Collaborate with teams to develop predictive models for recommendations, image classification, and natural language processing.
- Optimize & Automate: Build powerful data pipelines to collect, train, and measure machine learning models, ensuring seamless deployment and real-time insights.
- Technical Excellence: Maintain best practices in cloud-based environments, test and validate models, and deliver robust ML solutions to market.
What You Bring:
- A Bachelor's Degree in Computer Science, Data Science, or a related field (Master's or Ph.D. a big plus).
- 5+ years of hands-on experience as a Machine Learning Engineer or Data Scientist.
- Proficiency in Python, Java, Scala, or C#.
- Deep understanding of ML tools like TensorFlow, Keras, and Scikit-learn.
- Expertise in image classification, recommendation systems, and object detection.
- Strong math and analytical skills to tackle complex challenges.
- Experience building pipelines for model training, deployment, and large-scale data processing.
Bonus Skills:
- Knowledge of Databricks, SageMaker, and other cloud ML tools.
- Experience integrating data from multiple sources.
- Familiarity with SQL Server, AWS RDS, DynamoDB, or similar databases.
Why Join Us?
We believe in fostering an innovative, supportive culture where your contributions will directly impact the future of home searching.
What We Offer:
- Competitive Compensation: $142,600.00 - $230,300.00 based on experience.
- Incredible Benefits: Comprehensive healthcare, mental health support, and 401(K) matching.
- Work-Life Balance: Paid time off, commuter benefits, and fitness center memberships.
- Growth Opportunities: Tuition reimbursement and internal learning programs.
- Cutting-Edge Work: Be at the forefront of technological advancements in real estate data.
- On-Site Perks: Complimentary gourmet coffee, tea, fresh fruit, and more (location-dependent).
