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Data Scientist - Client Demand Forecasting
Stitch Fix
San Francisco, CA, United States
Job Details - this job has expired, please see similar jobs below
About the Team
At Stitch Fix, our data science team leverages machines together with expert-human judgment to generate innovative recommendations and insights that innovate the way the company functions and helps our clients look and be their best selves. The Client Demand Forecasting team guides healthy sustainable company growth through visibility into client behavioral trends and forecasted demand.
About the Role
This role will focus on building time-series models to forecast key business metrics related to client acquisitions, engagement, and retention. You will get the opportunity to work cross-functionally with business partners to incorporate activity across the company into your forecasts (i.e. interpret & translate experimental results into business impact) and drive strategic decision making by providing insights into client behavior.
You're excited about this opportunity because you will…
• have a huge impact on company planning & investment by providing insight into drivers of growth.
• develop and use complex bayesian and time-series models for prediction and inference.
• work cross-functionally with business partners to incorporate company initiatives, tests, and priorities into your forecasts.
• own end-to-end model development.
• work with a collaborative team to build a cutting-edge scalable demand forecasting platform.
We’re excited about you because…
• you have a Master’s or PhD in Statistics, Economics or a related field.
• you have at least 2 years experience building models in business contexts.
• you possess strong communication skills with both technical and non-technical audiences.
• you are innovative and think outside of the box and trying new methods excites you.
• you have strong standards for software engineering practices and can work within a shared codebase.
• you are someone who likes a good challenge and is comfortable taking responsibility for high impact work.
Why you'll love working at Stitch Fix...
• We are a group of bright, kind and goal oriented people. You can be your authentic self here, and are empowered to encourage others to do the same!
• We are a successful, fast-growing company at the forefront of tech and fashion, redefining retail for the next generation.
• We are a technologically and data-driven business.
• We are committed to our clients and connected through our vision of “Transforming the way people find what they love”.
• We love solving problems, thinking creatively and trying new things.
• We believe in autonomy & taking initiative.
• We are challenged, developed and have meaningful impact.
• We take what we do seriously. We don’t take ourselves seriously.
• We have a smart, experienced leadership team that wants to do it right & is open to new ideas.
• We offer competitive compensation packages and comprehensive health benefits.
• You will be proud to say that you work for Stitch Fix and will know that the work you do brings joy to our clients every day.
About Stitch Fix
Stitch Fix is an online personal style service for men and women combining art and science to disrupt and redefine the retail industry. We’re the first fashion retailer to blend expert styling, proprietary technology and unique product to deliver a refined and deeply personalized shopping experience. We leverage vast amounts of client data to make decisions throughout the company. All of this results in a simple, powerful offering to our customers and a successful, growing business. We believe we are only scratching the surface of our opportunity; and we’re looking for incredible people to contribute! We’d love for you to help us carry on the trend.