Eat the Low Hanging Fruit to Power Up!
At any company there are at least two problems that are incredibly novel that you as a Data Scientist could unlock. Beyond that though, there are a number of common problems that seem to span across any company in any industry.
Not to give away the list of things I would first check on if hired, but here they are:
- Customer Lifetime Value
- Customer Attrition
- Clustering Customers Intelligently
- Machine Failure
- Consolidating Data Collection processes.