Airport spokesman Doug Myers said the plane, Flight 3645 bound for Chicago, wound up about 11 feet off the pavement with its nose gear stuck in snow and about 6 inches of dirt, the Albany Times Union reported.
The 70 passengers were taken off the aircraft, he said.
The newspaper said it was unclear if the snowstorm blanketing the area was a factor in the accident.
The aircraft had not been removed as of 7:40 p.m. EST.
Swim Week Miami Beach 2014 [PHOTOS]