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Compass

Runs home brokerages and real estate franchises

Lead Data Scientist

Data ScienceConfirmed live in the last 24 hours
Full-timeBoca Raton, FL, USAIn-person

About the Job

Requirements

  • A Master's degree or PhD in Computer Science, Statistics, Economics, Mathematics, or a related quantitative field.
  • At least 5 years of experience in data science, with a proven track record of conceptualizing, leading, and delivering successful end-to-end data science projects.
  • Deep expertise in data science domains such as time-series forecasting, deep learning, and causal inference.
  • Extensive practical experience architecting solutions using methodologies such as prediction, segmentation, and natural language processing.
  • Proficiency in Python and SQL for complex data manipulation, statistical analysis, and model development.
  • Hands-on experience productionizing machine learning models and familiarity with machine learning operations concepts and workflows.
  • Experience leading complex, cross-functional projects and applying advanced methodologies to solve ambiguous business problems.
  • Advocacy for clean code principles, software engineering best practices, and technical standards.
  • Business acumen and strategic thinking, including the ability to understand broader business context, evaluate tradeoffs, and align analytical projects with organizational goals.
  • Experience mentoring and guiding junior team members, overseeing project quality, and investigating root causes of complex technical challenges.
  • Ability to work effectively in a fast-paced, cross-functional environment.

Responsibilities

  • Lead the end-to-end development, validation, and deployment of large-scale predictive models and algorithms that inform strategic business decisions and market trend analysis.
  • Design and execute rigorous data-driven research to analyze the impact of multifaceted factors on business outcomes and address ambiguous, open-ended problems.
  • Collaborate with senior business stakeholders and engineering partners to identify strategic opportunities, translate business goals into analytical frameworks, and deliver actionable insights.
  • Synthesize and communicate complex methodologies, technical trade-offs, and strategic findings to C-level executives and technical audiences.
  • Act as a technical mentor to other data scientists, fostering continuous learning, rigorous peer review, and adherence to current methodologies.

Desired Qualifications

  • Experience in the real estate industry or other market-driven domains.

About the Company

Compass

Runs home brokerages and real estate franchises

Compass runs residential real estate brokerages and franchise brands for home buyers, sellers, and independent agents. Its group includes Coldwell Banker, Century 21, Sotheby's International Realty, and Christie's International Real Estate, with local brokerage offices and international franchise networks. Its digital tools give agents a shared system for building marketing campaigns and tracking customer relationships across their businesses. Compass earns commissions from property transactions, royalties from franchisees, and fees for title, escrow, and relocation services that support home moves. Founded in 2012, Compass is headquartered in New York City.

Company size
10,001+
Company stage
IPO
Headquarters
New York City, New York
Founded
2012

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