AR
Lead Engineer Data Science - US Based Remote - Full-time
Anywhere Real Estate Inc
Baltimore · On-site Full-time Lead 2w ago
About the role
Position Overview
Work back from the business problems to be solved by collecting proper data for various analyses, selecting appropriate machine learning and/or large language modeling approaches, and eventually rolling out the models in a production environment to perfect business decisions. In addition, lead projects, coach junior data scientists, and maintain a collaborative relationship with business partners.
Key Responsibilities
- Deeply understand business needs and translate them into technical projects.
- Identify appropriate data sources, perform data aggregations, and execute feature engineering as needed.
- Write Python code to create visualizations, build, and implement models.
- Be flexible and open to innovative ideas and alternative solutions.
- Present results to non-technical partners and influence the adoption of predictive models.
- Coach junior associates throughout projects.
Required Qualifications
- Master's degree (or higher) in Statistics, Data Science, Mathematics, Economics, or a related analytical discipline.
- At least 5 years’ experience building end-to-end models in Python for production environments.
- At least 2 years’ experience in leading projects and coaching junior associates.
- Proficiency in SQL and Python programming languages.
- In-depth understanding of statistical methods and machine learning algorithms; exposure to large language models is a plus.
- Expertise with techniques such as Linear Regression and GLM, Random Forest, GBM, XGboost, and various segmentation techniques.
- Excellent communication skills with the ability to work on large-scale, cross-functional projects.
Benefits & Perks
- Award-winning Culture: Recognized as a Great Place to Work, Forbes World's Best Employers, Newsweek World's Most Trustworthy Companies, and Ethisphere World's Most Ethical Companies.
- People-first Culture: An environment that fosters empowerment, innovation, and cross-company collaboration.
- Opportunity to work with industry-leading brands while contributing to transformative real estate projects.
- Learn more about our culture and values in our Impact Report.
Skills
GLMGBMPythonRandom ForestSQLXGboost
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