Comment Guarantees (Score 5, Informative) 260
Really unless you plan to go into academia or hard core research I'd steer clear.
No you don't. You just need to read the published paper and attempt to reproduce what the paper reports. (A good scientific paper includes enough information to make the work it reports on reproducible.)
That's the ideal and idyllic world. In many areas there's a ton of hidden parameters and secret sauce that doesn't get reported. I found this to be especially true in robotics and machine vision and other computer science papers.
I've noticed that a few IT jobs would be substantially more convenient for me personally
Widen what you are looking for and not take the IT position, unless you can't move away from your current location and have other responsibilities. Just because it would be easier and more convenient right now, doesn't mean it's the best in the long term. Life isn't always nice and easy.
I would look into contract work first, to get some experience, before taking a straight up IT support job. The east coast has tons of software contract placement agencies. Many times these jobs can be converted to full time.
One man's constant is another man's variable. -- A.J. Perlis