Staff Machine Learning Engineer

achine 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.