Senior Manager, Machine Learning
Core
Modeling monetization paths and developing predictive ML algorithms to drive revenue growth and strategic decision-making for home buyers, sellers, and renters.
Role type
Senior Manager, Machine Learning
Builds
Data-driven ML features, predictive models, and revenue optimization solutions for Realtor.com's website and mobile apps.
Domain
Real Estate / Machine Learning
Deliverable
production ML models | product features
Required skills
predictive modeling, statistical acumen, team management, NLP, data mining, Python, R, Spark, SQL, distributed systems, cloud platforms (AWS/GCP/Azure), experiment design, A/B testing
Preferred skills
AI coding assistant proficiency, LLM integration, coaching ML engineers
Technologies
Python, R, Spark, SQL, AWS, GCP, Azure
Responsibilities
Develop predictive and explanatory ML models; design and build ML solutions for revenue growth; supervise exploratory analysis; drive A/B and multivariate tests; mentor ML engineers; partner with product and engineering teams; generate visualizations to communicate insights.
Seniority
Senior, hands-on IC with management responsibilities