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Senior Lead Data Scientist

Summary

Lead large-scale data science initiatives for a real-estate platform, defining strategies, mentoring teams, and deploying ML models to solve ambiguous business problems.

At Compass, our mission is to help everyone find their place in the world. Founded in 2012, we’re revolutionizing the real estate industry with our end-to-end platform that empowers residential real estate agents to deliver exceptional service to seller and buyer clients.

About the Role:

We are seeking an exceptional Senior Lead Data Scientist to lead large-scale, cross-functional initiatives that are critical to Compass. In this role, you will have mastery over major organizational problems and solution spaces, delivering with complete independence and maintaining accountability for strategic intent and results. You will facilitate cross-organizational collaboration, orchestrate efforts across multiple teams, and advise management on complex technical and strategic decisions.

Responsibilities:

  • Lead the execution of large, cross-functional initiatives where both the problem and solution approach are not well-defined.
  • Orchestrate efforts across multiple teams, managing dependencies and setting realistic timelines for high-impact projects.
  • Foster a culture of shared ownership across teams and translate cutting-edge industry research into practical, scalable solutions for the company.
  • Define and roll out new processes, methodologies, and best practices across the entire Data organization.
  • Mentor senior-level data scientists across the organization and act as a trusted advisor to executive leadership.

Qualifications:

  • Master's degree or PhD in a quantitative field (e.g., Computer Science, Statistics, Mathematics, Economics) with 8+ years of professional data science experience.
  • Deep expertise in multiple complex data science areas, such as XGBoost, deep learning, and NLP.
  • Proven experience as a technical lead, defining and driving strategic initiatives for multiple teams simultaneously.
  • Mastery of advanced Python and SQL for large-scale data manipulation, analysis, and architectural design.
  • Expertise in evaluating and selecting cutting-edge methodologies to solve highly ambiguous business problems.
  • Demonstrated experience designing and implementing robust MLOps pipelines for large-scale model deployment and monitoring.
  • Proven ability to define and enforce clean code standards and software engineering best practices across teams.
  • Experience mentoring and developing senior-level data scientists to foster growth and technical excellence.
  • Exceptional communication skills with a track record of serving as a trusted advisor to organizational leadership.

Compensation: The base pay range for this position is $204,000-$226,700 annually; however, base pay offered may vary depending on job-related knowledge, skills, and experience. Bonuses and restricted stock units may be provided as part of the compensation package, in addition to a full range of benefits. Base pay is based on market location. Minimum wage for the position will always be met.

Perks that You Need to Know About:

Participation in our incentive programs (which may include eligible cash, equity, or commissions). Plus paid vacation, holidays, sick time, parental leave, and recharge leave; medical, tele-health, dental and vision benefits; 401(k) plan; flexible spending accounts (FSAs); commuter program; life and disability insurance; Maven (a support system for new parents); Carrot (fertility benefits); UrbanSitter (caregiver referral network); Employee Assistance Program; and pet insurance.

Do your best work, be your authentic self.
At Compass, we believe that everyone deserves to find their place in the world — a place where they feel like they belong, where they can be their authentic selves, where they can thrive. Our collaborative, energetic culture is grounded in our Compass Entrepreneurship Principles and our commitment to diversity, equity, inclusion, growth and mobility. As an equal opportunity employer, we offer competitive compensation packages, robust benefits and professional growth opportunities aimed at helping to improve our employees' lives and careers.

Notice for California Applicants

Los Angeles County Fair Chance Notice

What this application asks

greenhouse

First Name, Last Name, Email, Phone, Resume/CV, Cover Letter, Location

  • LinkedIn Profile optional
  • Website optional
  • How did you hear about this job?
  • What is your preferred name?
  • Are you legally authorized to work in the United States for Compass? choose one
  • Do you now, or will you in the future, require sponsorship for employment visa status (e.g., H-1B visa status, etc.) to work legally for our Compass in the United States? choose one
  • If yes, what kind of sponsorship will you require? choose one
  • Are you currently employed by PwC? choose one
  • If yes, please provide dates of employment. written answer
  • Have you ever been employed by PwC? choose one
  • If yes, have you ever worked on the audit of Compass? written answer
  • Are you subject to any non-solicit restrictions? choose one
  • Are you subject to any non-compete restrictions? choose one
  • What are your compensation expectations for this role? optional
  • What is your highest level of degree attained? choose one
  • What is your desired start date (i.e. two weeks notice)?
  • Are you currently engaged in any additional employment or business activities that could create a conflict of interest and divide your loyalty between Compass and your personal interests (e.g., board of director service, outside employment or contracting, investments with suppliers, business partners, or competitors, etc.)? choose one
  • If yes, do you plan to continue to engage in these activities if hired by Compass? Depending on the activity, clearance may be required. choose one · optional
  • Are you currently a Licensed Real Estate Salesperson? choose one
  • If you are a Licensed Real Estate Salesperson, where do you hang your license? optional
  • Do you have any personal or familial relationships with a current Compass employee or Compass agent? If yes, please provide the full name of the individual.

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