Second Job Taxes

Last year I had a full time job and picked up an additional part time job as a tutor. The job was only temporary but I ended up having to pay taxes  for the first time ever. Is there any recommendations or suggestions on how to not owe taxes when having two jobs? Also, what can I do now to not pay so much in taxes next year if I plan on holding two full-time jobs?