Which course should I opt for better job prospects in the aviation field: BBA or BMS?

You can opt for BBA in aviation or logistics and supply chain management.

Both BBA and BMS are similar degrees and it will make no difference in getting job in Aviation sector based on whether you are BBA or BMS degree holder. Your academic performance, personality traits and performance in job selection process will help you get a job of your choice.