It took me a good 3 months of reading Flyertalk before I began to understood the vocabulary. You need to look at your home airport, cities you will travel to, to make up your mind. Check out the bloggers at boardingarea.com, they have summaries of the various hotel and mileage program. Good luck on your new job!