What does Jack do for a living? — As far as I know he is a shoemaker by ... . Choose one: trade; work; profession; occupation.

The correct answer is trade.

The complete sentence is: As far as I know he is a shoemaker by trade. Здесь by trade означает «по профессии» или «по роду занятий».

Ответ: trade.