Sentence:  The major training need of a new industrial plant is a short period of pre employment training for a large number of semi-skilled <WSD>machine</WSD> operators . 
Meaning of the word marked with <WSD> tags:  any mechanical or electrical device that transmits or modifies energy to perform or assist in the performance of human tasks