Senior Data Scientist

Shoutt; San Francisco (CA); On-site; USD 204,000 - 227,000; Full time

Benefits offered by this job

Incentives (cash/equity/commissions)

Paid time off

Medical/dental/vision benefits

401(k) plan

FSAs

Commuter program

Life and disability insurance

Maven fertility benefits

UrbanSitter caregiver network

Employee Assistance Program

Pet insurance

Job summary

Compass is transforming the real estate industry with an end-to-end platform that empowers agents to deliver exceptional service to buyers and sellers. We seek a Senior Lead Data Scientist to guide cross-functional, large-scale initiatives, mentor senior scientists, and advise leadership on strategic technical decisions.

You will master complex problems and drive independent results, while shaping MLOps pipelines, code standards, and scalable data solutions across teams.

Qualifications

• Master’s degree or PhD in a quantitative field with 8+ years of data science experience.
• Expertise in multiple data science areas such as XGBoost, deep learning, NLP.
• Experience as a technical lead defining and driving initiatives across teams.
• Proficiency in Python and SQL for large-scale data manipulation and architecture.
• Experience designing robust MLOps pipelines for deployment and monitoring.
• Ability to enforce clean code standards and software engineering best practices across teams.
• Strong mentoring skills for senior data scientists.
• Excellent communication with leadership.

Responsibilities

• Lead large cross-functional initiatives where problem and solution are not well-defined.
• Orchestrate efforts across multiple teams, managing dependencies and timelines.
• Foster shared ownership and translate cutting-edge research into scalable solutions.
• Define and roll out new processes across the Data organization.
• Mentor senior data scientists and advise executive leadership.

Skills

XGBoost

Deep learning

NLP

Python

SQL

Technical lead

MLOps

Code quality

Mentoring

Executive comms

Education

Master’s or PhD in quantitative field

Job description

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.