The work aims to analyze and deduce subsequent key performance indicators in the Procurement department of the gas transmission company operating in the Czech Republic. In the first part are summarized the theoretical principles concerning procurement processes and performance measurement theories. By combining these two theoretical scopes was created a concept of Balanced Scorecard for Procurement and simultaneously was drawn a process for derivation of the key performance indicators. In the practical part were analyzed current processes in the procurement department and simultaneously were performed external and internal analyses and from the ascertained data was formed the SWOT matrix. Subsequently, the findings from the theoretical part were used and was proceeded accordingly to the pre-defined process in order to identify key performance indicators. In the conclusions were summarized the outputs of the work, the proposed key performance indicators and recommendations were given for successful implementation of the indicators into the process.