Principal Data Scientist, Experimentation Platform
Seattle, WA
Wayfair Inc.
Shop Wayfair for A Zillion Things Home across all styles and budgets. 5,000 brands of furniture, lighting, cookware, and more. Free Shipping on most items.This is a senior IC leadership position for someone with 10+ years of prior industry experience in a research role with significant experience in building scalable online experimentation platforms. As a Principal Scientist within our Data Science and Machine Learning group, you will drive our biggest challenges, turning business asks and creative ideas that do not have an obvious blueprint into scalable modeling solutions that run in real-time. This is an individual-contributor role focused on research, design and implementation of novel approaches and techniques that cut across our entire stack: You will get an opportunity to work with one of the largest e-commerce data system out there, come up with innovative testing and measurement algorithms and solutions, implement them as scalable production systems, and uplevel Wayfair’s testing capabilities to guide cross-functional business decisions in website, marketing, operations, merchandise, pricing, and B2B. Come help us innovate and grow to our next $10B in revenue!
What you will do
- Design and deploy a scalable online experimentation production system, automate experiment setup, assignment, delivery, and analysis, and make experimentation easy and fast.
- Keep abreast of relevant research and use it to come up with your own ideas of how to improve our digital and non-digital experimental experience - For example using machine learning models for variance control and outcome prediction in tests.
- Work with cross-functional teams of engineers, scientists, product managers and analysts, to devise implementation strategies.
- Be a key contributor to the data science and machine-learning community, both within and outside of Wayfair. Maintain expert knowledge in causal inference, statistics, computer science, machine learning, reinforcement learning and more.
What you bring
- 10+ years of experience in research & development, with substantial time spent both in an academic setting and within industry environment.
- History of building experimentation and measurement solutions at scale, demonstrated through practical business impact and/or publications.
- Significant understanding of engineering systems and tools needed to apply statistical methods at scale.
- You are hands on and comfortable coding on an industry-standard machine-learning stack (Hadoop/Bigquery, Spark, Python, Jupyter).
- You love seeing your work through to customer impact!
About Wayfair Inc.
Wayfair is one of the world’s largest online destinations for the home. Whether you work in our global headquarters in Boston or Berlin, or in our warehouses or offices throughout the world, we’re reinventing the way people shop for their homes. Through our commitment to industry-leading technology and creative problem-solving, we are confident that Wayfair will be home to the most rewarding work of your career. If you’re looking for rapid growth, constant learning, and dynamic challenges, then you’ll find that amazing career opportunities are knocking.
No matter who you are, Wayfair is a place you can call home. We’re a community of innovators, risk-takers, and trailblazers who celebrate our differences, and know that our unique perspectives make us stronger, smarter, and well-positioned for success. We value and rely on the collective voices of our employees, customers, community, and suppliers to help guide us as we build a better Wayfair – and world – for all. Every voice, every perspective matters. That’s why we’re proud to be an equal opportunity employer. We do not discriminate on the basis of race, color, ethnicity, ancestry, religion, sex, national origin, sexual orientation, age, citizenship status, marital status, disability, gender identity, gender expression, veteran status, or genetic information.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: BigQuery Causal inference Computer Science E-commerce Engineering Hadoop Jupyter Machine Learning ML models Python R&D Research Spark Statistics Testing
Perks/benefits: Career development
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