Principal Data Scientist - Rentals Machine Learning Team
ZillowAbout the role
About the team
Zillow Group’s mission is to give people the power to unlock life's next chapter. In pursuit of this mission, we are actively seeking a highly skilled and experienced Principal Data Scientist to join our innovative Rentals Machine Learning team! We are passionately dedicated to rigorous research, deep analysis of complex datasets, and ultimately, the implementation of sophisticated model and data-driven solutions that are instrumental in powering a wide array of workflows and product experiences across Zillow’s rapidly expanding Rentals business.About the role
In this high-impact role, you will work closely with cross-functional partners including machine learning engineers, product managers, data scientists, and engineers. In this collaborative environment, you will gain a deep and comprehensive understanding of our customer segments, diverse product offerings, and the varied mechanisms through which we monetize and deliver value to all of the users of the Zillow Rentals marketplace. You will design and implement testing and measurement techniques that improve understanding of the efficiency and effectiveness of not only our existing marketplace solutions, but also the effects of the many innovations we’re making in the space. Your data-driven insights will guide critical decision making discussions with business leaders and be used to improve outcomes and satisfaction for our marketplace customers. This role offers an unparalleled opportunity to shape the future of the Rentals marketplace and business through cutting-edge data science.
More specifically, you will:
- Work with cross-functional stakeholders to answer questions related to model-driven listing performance
- Design and implement innovative measurement and communication techniques and tools that provide insight into our marketplace value-delivery mechanisms
- Partner with Machine Learning Engineers to develop and refine marketplace management, valuation, and recommendation models
- Lead discussions with business partners and leaders to create clarity, evaluate trade-offs, and drive decision making
- Ensure data excellence of Machine Learning experimentation data pipelines and A/B testing framework integrations
- Provide predictive insights into anticipated marketplace responses to changes in inventory prioritization methods
Who you are
You are a curious and passionate problem-solver who does not shy away from complexity or uncertainty! Come join us and use your expertise to help us find opportunities and guide our business into the future with powerful insights and recommendations.
We're searching for a Data Scientist who has:
- A Ph.D or Master's degree in a quantitative field (e.g. science, engineering, economics, quantitative finance, operations research, statistics, or similar)
- 8+ years of work experience involving quantitative data analysis, experimentation and complex problem-solving
- Experience modeling 2-sided marketplace dynamics (inventory optimization, advertising management, supply/demand prediction, etc.)
- Strong understanding of statistical concepts, measurement methods, A/B testing, and causal inference techniques
- Experience designing and analyzing tests in online marketplace settings
- Mastery of SQL and Python, with experience with Tableau, Databricks, or other visualization software
- Superb verbal and written communication skills with the ability to distill sophisticated issues and detailed analysis into simple, structured frameworks with conc
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