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Serviceman
Gender Neutral
The word 'serviceman' applies to both male and female members of the military, despite having 'man' in it. 
Respectful Context
'Serviceman' is often used in contexts where the person is being respected for their military service. 
Branch Specific
Specify the branch when possible, such as a 'navy serviceman' or 'army serviceman'. 