We are looking for a Senior Data Scientist to join our global effort in Machine Learning applied to our Private Client department - we are seeking to leverage our data to improve the loyalty and retention of some of the most sophisticated luxury lovers on the planet!
We want to automate and improve targeting, leveraging our understanding of the customers to improve the way we communicate with them across multiple channels.
As the largest luxury fashion platform, our marketing effort spans billions of data points and millions of customers.
In particular, we are seeking to optimise our machine learning models to predict customer behaviour, learn the customer reaction to different marketing and customer service actions, and understand who are the customers in our base that we should identify and nurture.
We are a pragmatic team and pick whatever technique is appropriate for the task at hand (including but not limited to Deep Learning, Gradient Boosting, Graph Modelling, Recommender Systems, etc), keeping an eye to what is happening in academia and in the industry to stay on top of recent developments.
We work in Python running on a Kubernetes cluster in Google Cloud.
We are looking for someone who is a self-starter, willing to own complex projects from the business problem to production and ensure their delivery.
If you are looking for an opportunity to work with large volumes of data and to provide a high impact to the business from day one, this is your place!
This role will require to work with remote teams - we are working on global initiatives having an impact across different countries.
What you'll do
Who you are