1767, "gathering statistics or doing research out-of-doors or on-site," from field (n.) + work (n.). From 1819 in reference to a type of military fortification raised by troops in the field.
field-glass
field-goal
fielding
field-marshal
fieldstone
field-work
fiend
fiendish
fierce
fieri facias
fiery