The Knot Worldwide is looking for a Senior Data Scientist to partner with cross-functional teams to make strategic decisions, explore the state of their product, and find opportunities for improvement by analyzing data and developing analytical tools. They will work with product managers to design experiments and ensure changes drive measurable results.
Requirements
- Foundational knowledge of statistics including hypothesis testing, regression analysis, and forecasting
- Hands-on experience with A/B testing experiment design and analysis
- Advanced knowledge of SQL and ability to write efficient SQL code
- Ability to code in Python for data manipulation, visualization, and analysis
- Basic knowledge of dimensional modeling
Responsibilities
- Gather, analyze, and interpret data to deliver business impact and help the organization make informed decisions
- Design & analyze A/B testing experiments
- Use descriptive statistical and modeling techniques like hypothesis testing, regression, classification, and clustering to augment data analyses and insights
- Forecast and simulate hypotheticals to deliver early potential signals before large initiatives start
- Build out self-serve reports, capabilities, and applications for partners within the organization
- Maintain a deep understanding of the product, relevant data products, and past experiments and analyses
- Work with engineers to ensure appropriate tracking is in place
Other
- Excellent communication skills; able to translate technical concepts to non-technical audiences
- Strong business acumen skills and ability to translate business problems into analytical solutions
- Fluent in English
- Master's or Ph.D. preferred
- 3-5 years of experience
