Employment Data

Hello,

We collect data that alumni have voluntarily given to us, but have found the quality of the data often leaves it useless for anything other than a 1:1 relationship. The main issue we have is duplicate employers with slightly different names or spellings e.g. Google UK vs Google.

I was wondering if anyone is collecting this data in a way that helps mitigate against this problem?

Best,
Will

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