While I make every reasonable effort to ensure the accuracy and validity of the data on the SkillMarket site, the simple fact is that the data collection process is dependent on many external factors, over which I have little or no control.
Skillmarket is not the originator of data. I only monitor, with daily checks, data on an external job site. The true source of the data is rapidly changing in real-time. This means that if something changes that invalidates the data for a particular period of time, whether one day or two weeks, then that data is permanently tainted, and cannot be corrected.
In such cases, however, if I am aware of the issue, I will post a note on the news page announcing it. One thing I can guarantee is that I will not intentionally manipulate the data to produce false impressions.
Therefore, there is no way to way to guarantee or warrant the accuracy of the data, and I do not recommend making any business or career decisions based on the data from SkillMarket without doing your own research.