Matthew Partyka was built for the infantry, not sales. The young, blue-eyed Marine sergeant was a quiet introvert, almost sphinx-like, with a soft smile. He thrived in the brotherhood of combat units.

The US military wants to add thousands more troops as recruiting rebounds and rising global demands stretch the force.