Machine Learning Engineer, Search

Three Reasons Why to Apply Learn and apply ML techniques in a real-world, high-impact environment Contribute to improving search experiences for millions of users Gain hands‑on experience with large‑scale data and ML systems What You’ll Do Design, build, and optimize machine learning models that power our core search ranking and relevance systems Develop recommendation algorithms to tailor search results based on user behavior, preferences, and intent Create and maintain ETL pipelines to process large datasets for real‑time search intelligence Apply state‑of‑the‑art techniques in NLP, deep learning, and reinforcement learning to enhance search relevance, query understanding, and ranking Move ML models from experimentation to production using AWS, Docker, and scalable systems Collaborate across engineering, product, and data science teams to implement search‑driven experiences and ML solutions How We Work We balance creativity and innovation on a foundation of in‑person collaboration. For most roles, employees work three or more days in our offices to collaborate in person and strengthen our culture. What You’ll Bring BS/MS in computer science, statistics, mathematics, or related fields Basic understanding of machine learning concepts and algorithms applicable to search or recommendation systems Proficiency in Python and SQL; familiarity with TensorFlow or PyTorch is a plus Basic experience with data processing and analysis techniques Strong desire to learn and apply new technologies and ML techniques in a real‑world setting Clear communication skills and ability to collaborate effectively with team members How We Reward You Inclusive and competitive medical, Rx, dental, and vision coverage Family‑forming benefits 13 paid holidays Flexible time off 8 hours of paid volunteer time off Immediate eligibility into Company 401(k) plan with 3.5% company match Tuition reimbursement for degreed and non‑degreed programs Personalized financial planning sessions (1:1) Student debt retirement savings match program Free snacks and refreshments in each office location Equal Opportunity Realtor.com is an Equal Opportunity Employer regardless of age, color, national origin, race, religion, creed, gender, sex, sexual orientation, gender identity, marital status, status as a disabled veteran or veteran of the Vietnam Era, or any other characteristic protected by federal, state or local law. Realtor.com will provide reasonable accommodations for otherwise qualified disabled individuals. #J-18808-Ljbffr Fairygodboss