Summary of Role: As a Sr. Manager of Data Science at Anywhere Real Estate, you will work closely with business partners to solve complex problems using data-driven approaches. You will lead the team in collecting and analyzing data, selecting appropriate machine learning and deep learning models, and deploying these models in production to enhance business decision-making. Additionally, you will support the career development of associates and maintain collaborative relationships with business partners. Your work will support Anywhere Real Estate's mission to lead through industry change, transform our brokerage, and invest in innovative technologies.
Anywhere Real Estate is committed to transforming the real estate industry through innovative technology and data-driven insights. We strive to create an inclusive and collaborative environment where diverse perspectives are valued. Our team is dedicated to leveraging advanced analytics to drive business success and deliver exceptional value to our clients. With a focus on integrating and digitizing our brokerage and title operations, we aim to create a frictionless transaction experience for agents and consumers. Our powerful people-first culture, guided by integrity, heart, and teamwork, fuels our success and helps us lead the world on a better journey home.
Key Duties:
Collaborate with business stakeholders to understand the business problems to be solved, define project scope, and establish conditions for satisfaction. Lead the team in data exploration, model building, and implementation. Manage the team to ensure high-quality and timely delivery of projects. Present results to non-technical partners and influence them to adopt predictive models. Be flexible and open to innovative ideas and alternative problem-solving methods. Prioritize projects to ensure the overall success of the Data Science team. Support Anywhere Real Estate's strategic initiatives, including the integration and digitization of brokerage operations, and the use of generative AI to drive efficiencies.Required Qualifications:
Master’s degree or higher in Statistics, Data Science, Mathematics, Economics, or a related analytical discipline. At least 6 years of experience in building end-to-end models in Python (or a similar language) and deploying them in production. At least 2 years of experience leading and managing a team of data scientists. Proficiency in SQL and Python programming languages. Strong understanding of statistical methods and machine learning algorithms, with exposure to large language models being a plus. Expertise in techniques such as Linear Regression, GLM, Random Forest, GBM, XGBoost, and various segmentation methods.Preferred Skills:
Excellent communication skills, with the ability to convey complex technical concepts to non-technical audiences. Experience working on large-scale, cross-functional projects. Ability to lead mid-scale projects and provide guidance to junior team members. Flexibility and openness to innovative ideas and alternative approaches. Familiarity with Anywhere Real Estate's initiatives, such as the Inclusive Ownership Program and the use of generative AI to create a more efficient company.