[Blind-sysadmins] Assessing staff technical skill level

As IT Manager, I have been asked to conduct an assessment of our staffs technical skill level. I need to come up with a way to assess their core computer skill level, then make recommendations as to what training they would need. Have any of you found any tools that would help assess your staffs technical skill level?