Senior Manager, Machine Learning

Realtor.com Careers$130K — $160K *
Information Technology
8 - 10 years of experience
Job Overview by Ladders

Qualifications

  • PhD/MS in computer science, statistics, mathematics, operations research or related fields.
  • 8+ years of relevant experience in data science, machine learning or applied statistics.
  • 2+ years managing a team of machine learning engineers.
  • Experience with Machine Learning, NLP and data mining tools and algorithms.
  • Proficiency in Python, R, Spark, or other languages for large scale data analysis.

Responsibilities

  • Understand business and data models for effective data querying.
  • Partner with product and engineering teams to enhance consumer experiences using machine learning features.
  • Supervise exploratory data analysis on Realtor.com's data.
  • Direct the development of predictive models and machine learning algorithms.
  • Design machine learning solutions to drive revenue growth and customer retention.
  • Generate visualizations and presentations to communicate insights effectively.
  • Mentor team members in data exploration and machine learning practices.

Benefits

  • Inclusive and competitive medical, Rx, dental, and vision coverage.
  • Family forming benefits.
  • 13 paid holidays and 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.
  • 1:1 personalized financial planning sessions.
  • Student debt retirement savings match program.
  • Free snacks and refreshments in office locations.
Full Job Description
The Sr. Manager, Machine Learning is chartered with comprehending and modeling the various paths to monetization at the company. This is a very high visibility role with extremely high upside as you will have the ability to directly impact the company's bottom line. As a key member of the team, you will be responsible for the development of a team to execute on innovative concepts, research, predictive modeling, and machine learning algorithms. You will serve as a manager for the machine learning engineers on the team and provide guidance on their individual projects in addition to serving as an expert for any algorithms that you develop or help develop. A successful candidate is obsessed with understanding the intricacies of the company and how revenue is realized. Using this as a guiding light and conditioning it on fairness, inclusion, and making sure we have a world-class customer experience is what this individual is chartered with. You should have extensive experience in modeling and strong statistical acumen. Additionally, prior experience managing a team is highly desirable. What You'll Do: - Understand the business and data models to effectively query data - Effectively partner with product and engineering teams to build new data driven and machine learning based features for enriching the consumer experience of home shoppers, renters and sellers. - Supervise exploratory analysis on Realtor.com's wealth of data. - Direct development of predictive, explanatory models and machine learning algorithms. - Design and build machine learning solutions to drive revenue growth, customer retention and support strategic decision making. - Generate descriptive visualizations and presentations to communicate insights. - Drive A/B & multivariate tests and design of experiments to facilitate testing of new product and design features, with focus on improving engagement, retention, and conversion. - Help improve the scope of our data sets by identifying new data collection and procurement opportunities on an ongoing basis. - Mentor a team of machine learning engineers on data exploration, machine learning and developing data-oriented products. - Work with a sense of ownership and urgency, advocate for experimentation based, agile culture. - Drive a project forward given just a problem and mission statement. We believe in leveraging the best tools to solve problems faster. You will be expected to utilize AI coding assistants and LLMs proficiently to accelerate development velocity, generate boilerplate, and troubleshoot complex debugging scenarios. Beyond simple usage, this role requires the critical judgment to verify AI-generated outputs for security, performance, and accuracy. You should be comfortable integrating AI tooling into your daily workflow to eliminate repetitive tasks, allowing you to focus on high-impact architectural and strategic engineering challenges. What You'll Bring: - PhD/MS in computer science, statistics, mathematics, operations research or related fields. - 8+ years of relevant experience in data science, machine learning or applied statistics. - 2+ years managing a team of machine learning engineers. - Experience with Machine Learning, NLP and data mining tools and underlying algorithms. - Experienced in Python, R, Spark or other languages and frameworks appropriate for large scale analysis of structured and unstructured data. - Working experience with relational databases (SQL) and large scale distributed systems. - Extensive experience with AWS, GCP, Azure, or equivalent - Experience with experiment design and A/B and multivariate tests. - Excellent communication and presentation skills, distilling complex analysis and concepts into concise business-focused takeaways - Strong ability to coach Machine Learning Engineers, helping them improve their skills and grow their careers How We Work: We balance creativity and innovation on a foundation of in-person collaboration. Our employees work three days in our Austin headquarters where they have the opportunity to collaborate in-person, adding richness to our culture and knitting us closer together. 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

About Realtor.com Careers

Realtor.com Careers

Joining the dynamic team at Realtor.com presents unparalleled job opportunities in the real estate industry. As a leading entity in online real estate listings, Realtor.com offers a unique platform where technology and market insights converge to transform the way people find homes.

Work That Inspires

At Realtor.com, the mission is to empower individuals to make smarter decisions regarding buying, selling, renting, and living in homes. This is achieved by fostering a culture of innovation, leadership, and diversity. The team at Realtor.com is committed to driving growth and excellence in the real estate sector through digital innovation.

Explore Career Opportunities

Realtor.com is building a market-leading team to guide users through their real estate journeys with cutting-edge technology and data-driven insights. The company offers a variety of positions, from technology developers to marketing experts, each contributing to the seamless experience provided to users.

Engage in Meaningful Work

Join a group of dedicated professionals who are at the forefront of merging real estate knowledge with technological innovation. Realtor.com provides a platform for employees to challenge the norms and introduce solutions that have a lasting impact on the real estate market.

Develop Your Career

Realtor.com supports professional growth and skill development through comprehensive training programs and leadership workshops. The company is dedicated to fostering an environment where career advancement is not just a possibility, but a reality. With a commitment to diversity and inclusion, Realtor.com ensures that all team members have access to the tools and training necessary to thrive.

Benefits and Culture

Realtor.com is known for its vibrant culture that champions creativity, inclusivity, and professional growth. Employees enjoy a range of benefits designed to support their health, well-being, and financial security. The team at Realtor.com values collaboration and encourages networking and mentorship among its members.

Join the Team

Discover the array of employment and internship opportunities at Realtor.com. The company is actively hiring individuals who are passionate, innovative, and ready to contribute to a team that’s reshaping the real estate industry. Explore open positions that match your skills and interests, and prepare to bring your career to the next level.

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Ready to make a significant impact in the real estate sector? Submit your resume, prepare for your interview, and join a team that’s set on redefining the industry. Realtor.com is looking for professionals who are eager to drive change and excel in their careers.

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