There are direct services at 16:59, 17:27 and 18:29 from Newcastle to London King's Cross on LNER.
The walk from St James' Park to Newcastle station is a little over 10 minutes.
Please also be aware that the local Metro system will not be running due to industrial action. Local buses are, however, in operation.