sounds like they do hire new grads. from their site:
some new grads know exactly what they want. others want to try different areas before they settle on the right specialty. as one of the leading health care organizations in the southeast, we understand. at emory healthcare, you'll have a variety of specialty opportunties to explore.
cardiology (several sub-specialties available)
intensive care unit (icu)
psychiatry women's health
got this from their website which is linked below: