Doing a Masters level qualification in HF without extensive operational or academic background would be quite difficult (Cranfield one is pretty 'heavy duty' anyway - that was said by someone with suitable bachelor's degree and extensive operational experience).
You could do something like psychology at undergrad level, or engineering, although not all HF is about ergonomics, of course.