Will IRS tax me if I don't file?

I worked at a small firm doing some computer consultation for almost a year. I was paid biweekly. I did not get taxes taken out by my employer. Will the IRS find this out if I don't report pay these taxes? If so, how will they find out? How do I avoid getting in trouble with the IRS?