Season the diced venison with salt and black pepper then coat in flour.
Place a large saucepan on a high heat and brown the venison on all sides.
When the meat is browned add the onions and cook for 5 minutes.
Reduce the heat of the saucepan to medium and add the garlic, tomato paste, paprika and caraway seed. Stir to combine and cook for 1 minute.
Then pour in the tinned tomatoes, venison stock and bay leaf.
Bring the goulash to a boil then reduce the heat to a simmer and cover the stew with a lid. Cook for the venison for 3 hours, until tender.
Once the meat is cooked remove the saucepan from the heat and stir in the sour cream. Serve over egg noodles or mashed potatoes, garnished with chopped parsley.