As a Senior Data Scientist, you will be tasked with solving data problems end to end.
- Ability to understand business goals and translate them into Machine Learning use cases and model design
- Understanding and applying clustering/sampling techniques to design
- Having and growing an understanding of the multi-channel marketing optimization problem space.
- Performing exploratory data analysis to understand relationships, opportunities to influence outcomes and how to attribute cross channel outcomes.
- Being able to quickly iterate over common feature transformation and model types in order to find the best predictive models
- Being able to interpret the models that are being generated.
- Developing proofs of concept to verify your ideas
- Closing the loop to make sure that the proposed solution is performing as it should and is correctly understood by clients
- Working closely with clients throughout