I was an employee of a contracting company so I was being taxed like an employee.
Also consider your retirement savings and what you're missing out on from employer 401k matches.
Finally, keep an eye on cost of living and adjust your rate accordingly. The dollar is worth at least 20% less than it was 3 years ago. Charge 20% more.