Product Marketing Associate
Joined December 2016
Asked almost 2 years ago

Validation of Data

How does PayScale validate its employee submitted salary data?

Not answered yet
Joined December 2016
Responded almost 2 years ago
The validation process is led by a team of data scientists and a combination of machine learning and human validation. PayScale uses 30 hardcoded validation points that could trigger criteria for review, ensuring only the highest quality data makes it through. PayScale also weeds out the outliers and multiple submissions, defending against attempts to “stuff the ballot box” by automatically detecting and rejecting questionable data.
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