Improving the efficiency and reducing the production unit cost is one of the primary competitive factors. The cost will be reduced by efficiently performing the operations. There are many factors that affect the efficiency of production, such as operation complexity, operator's personality, operation methods, and operating environment, especially operators themselves. For performing a certain task, the learning effect of an operator being affected by motion classifications and operator builds are conducted in order to quickly establish the standard time of a task. Therefore, an experiment and analyses of variance for the two factors, the classifications of motions and operator builds, upon the learning effect of an operator are conducted. According to the results, motion classifications and operator builds can affect the learning effect of an operator. Based on the consequences, the tasks can be assigned appropriately to an operator on an assembly line so as to promptly establish the standard time, enhance the productivity, and lower the manufacturing cost.