Recognized as the No. 1 site trusted by real estate professionals, Realtor.com® has been at the forefront of online real estate for over 25 years, connecting buyers, sellers, and renters with trusted insights and expert guidance to find their perfect home. Through its robust suite of tools, Realtor.com® not only makes a significant impact on the real estate industry at large, but for consumers, navigating the biggest purchase they will make in their life, by providing a user experience that is easy to use, easy to understand, and most of all, easy to make decisions.
Join us on our mission to empower more people to find their way home by breaking barriers to entry, making the right connections, and building confidence through expert guidance.
What You’ll Do
As a Staff Machine Learning Engineer, you’ll take a leadership role in developing and deploying state-of-the-art machine learning solutions that power Realtor.com’s products and business strategy. You’ll be building intelligent systems that optimize pricing, forecasting, and recommendation engines—improving our understanding of our entire customer portfolio and driving revenue growth.
- Own the full ML lifecycle: from data exploration to model development, deployment, and continuous optimization.
- Develop scalable, production-ready ML models that power key business initiatives, including monetization, pricing optimization, and intelligent recommendations.
- Experiment and innovate—leverage AI to enhance customer insights and improve home search and listing experiences.
- Mentor a team of talented machine learning engineers, guiding them in best practices for model development, deployment, and optimization.
- Collaborate with cross-functional teams, including product managers, analysts, data engineers, and leadership, to identify high-impact opportunities and translate them into AI-driven solutions.
- Deploy models at scale using modern cloud platforms (AWS/GCP), containerization (Docker), and ML frameworks like TensorFlow, PyTorch, or JAX.
Top Reasons to Apply
- Innovative Impact: Lead the full ML lifecycle to design and deploy cutting-edge models that directly drive revenue and improve customer experiences.
- Technical Excellence: Tackle complex, industry-leading challenges using modern cloud platforms and ML frameworks while growing your expertise.
- Empowering Culture: Mentor talented engineers in an environment where people are our foundation and you’re trusted to own and innovate.
What We’re Looking For:
We want a technical leader who can balance deep theoretical knowledge with hands-on execution. You should be comfortable diving into statistical modeling, developing high-performance ML solutions, and mentoring a team while keeping an eye on the bigger picture.
Must-Haves:
- Advanced degree (PhD or MS) in Computer Science, Statistics, Mathematics, or a related field.
- Four or more years of hands-on experience developing and deploying machine learning models at scale.
- Deep expertise in core ML concepts, including theoretical statistics, predictive modeling, and optimization techniques.
- Strong coding skills—proficiency in Python, SQL, and cloud-based ML ecosystems (AWS/GCP).
- Experience with full-cycle ML development, from data exploration and feature engineering to model deployment and monitoring.
- Ability to mentor junior engineers and foster a culture of innovation, collaboration, and excellence.
Nice-to-Haves:
- Experience with deep learning frameworks (TensorFlow, PyTorch, JAX) and reinforcement learning.
- Background in A/B testing, multivariate testing, and experiment design.
- Experience integrating ML models into large-scale, high-traffic consumer applications.
Why Join Us?
- Real-World Impact: Your models will directly drive revenue and shape how millions of users find success with connections from Realtor.com.
- Technical Challenges: Work on some of the toughest ML optimization and AI challenges in real estate.
- Growth & Leadership: Play a key role in mentoring and shaping the ML strategy for a growing team.
- Culture of Innovation: We foster an agile, experimentation-driven culture that rewards curiosity and bold ideas.
- Best-in-Class Benefits: Medical, dental, 401(k) match, tuition reimbursement, unlimited PTO, and more.
How we Reward you:
Realtor.com is committed to investing in the health and wellbeing of our employees and their families. Our benefits programs include, but are not limited to:
- 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 program for degreed and non-degreed programs
- 1:1 personalized Financial Planning Sessions
- Student Debt Retirement Savings Match program
- Free snacks and refreshments in each office location
Join Us & Shape the Future of Real Estate AI!
If you’re excited about building AI-driven solutions that revolutionize real estate, apply today!
Do the best work of your life at Realtor.com®
Here, you’ll partner with a diverse team of experts as you use leading-edge tech to empower everyone to meet a crucial goal: finding their way home. And you’ll find your way home too. People are our foundation—the core that drives us passionately forward. At Realtor.com®, you’ll bring your full self to work as you innovate with speed, serve our consumers, and champion your teammates. In return, we’ll provide you with a warm, welcoming, and inclusive culture; intellectual challenges; and the development opportunities you need to grow.
Diversity is important to us, therefore, Realtor.com® is an Equal Opportunity Employer regardless of age, color, national origin, race, religion, creed, gender, sex, sexual orientation, gender identity and/or expression, marital status, status as a disabled veteran and/or veteran of the Vietnam Era or any other characteristic protected by federal, state or local law. In addition, Realtor.com® will provide reasonable accommodations for otherwise qualified disabled individuals.
Top Skills
What the Team is Saying
What We Do
We pioneered the world of digital real estate more than 25 years ago. Today, through our website and mobile apps, we are a trusted guide for consumers, empowering more people to find their way home by breaking down barriers, helping them make the right connections, and creating confidence through expert insights and guidance. For professionals, we are a trusted partner for business growth, offering consumer connections and branding solutions that help them succeed in today's on-demand world.
Why Work With Us
The way home begins with you. With a diverse team of experts alongside you, you’ll help us reach new heights at the forefront of the digital real estate space. Bring your extensive knowledge and deep expertise and collaborate with other passionate visionaries to lead our industry and revolutionize the way people find home, in every form.
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Realtor.com Offices
Hybrid Workspace
Employees engage in a combination of remote and on-site work.
