Struggling with Employee Classification by Business Unit Keywords
I am struggling with an enrichment I feel should be pretty straightforward. I have tried a custom waterfall, a sequence of AI enrichments, classifications, all with different issues. I have a list of employees for a large global company. I want to classify them into which Business Unit they are associated with based on keywords. Certain abbreviations in their title can key to one of 5 business units. For example, XYZ in their title would indicate they are part of GBU A. If the abbreviations in the title dont exist, I want to then attempt to classify based on their locality. For example, locality of Austin, Texas would indicate they are part of GBU B. And lastly, if neither of those match I want to classify them based off all information from their "current experience" in linkedin using a combination of the locality and title keywords. Any help is greatly appeciated