PURPOSE: To prepare a hydraulic fluid composition useful as brake oil, etc. and having a sharp molecular weight distribution, a reduced amount of unsaturated bonds, excellent viscosity characteristics and thermal stability, by the addition-polymerization of an alkylene oxide with an alcohol in the presence of specific catalyst.