Testing, Testing, Testing!
I have always believe in testing applicants for jobs in Systems, not as a definitive way of knowing whether someone should or should not be employed, but merely as an aide to the decision making process.
As part of the testing I would include psychometric tests to try to understand the physiological makeup of the individual and make an attempt at understanding how he or she would fit it with the rest of us. I believe that more work could be done in helping to understand how psychometric testing could be used to ensure maximum team compatibility. I have used Myers Briggs, Belbin Types, DISC, 16PF, etc. But, like I say these can't make decisions for you, just give you something more to consider.
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