A wheel loader comprising: a vehicle body having a plurality of wheels; a working device having a lift arm which is mounted rotatably in a vertical direction with respect to the vehicle body; an engine mounted on the vehicle body; a torque converter configured to amplify torque transmitted from the engine; a transmission configured to control a combination of a plurality of gears by means of a plurality of solenoid control valves (32A-E) so as to change and transmit the amplified torque output from the torque converter to the plurality of wheels; a forward/backward switching device configured to switch forward movement and backward movement of the vehicle body; a speed stage selection device configured to select a speed stage of the transmission; a traveling state sensor configured to detect a traveling state of the vehicle body; an operation state sensor configured to detect an operation state of the lift arm; and a controller configured to generate a control signal for selecting the combination of the plurality of gears to obtain a gear ratio corresponding to the selected speed stage based on a switching signal output from the forward/backward switching device and the speed stage selected by the speed stage selection device, and output the control signal to the plurality of solenoid control valves (32A-E) so as to control the transmission, characterized in that the controller is further configured to: in a case where the vehicle body is traveling forward at vehicle speed corresponding to a speed stage set greater by one speed stage than a lowest speed stage of the transmission, and the operation state of the lift arm detected by the operation state sensor is an operation in an upward direction, based on the switching signal output from the forward/backward switching device, the traveling state of the vehicle body detected by the traveling state sensor, and the speed stage selected by the speed stage selection device, output, to the plurality of solenoid control valves (32A-E), a signal for selecting the combination of the plurality of gears corresponding to an intermediate gear ratio which is between a gear ratio corresponding to the speed stage set greater by one speed stage than the lowest speed stage and a gear ratio corresponding to the lowest speed stage. a vehicle body having a plurality of wheels; a working device having a lift arm which is mounted rotatably in a vertical direction with respect to the vehicle body; an engine mounted on the vehicle body; a torque converter configured to amplify torque transmitted from the engine; a transmission configured to control a combination of a plurality of gears by means of a plurality of solenoid control valves (32A-E) so as to change and transmit the amplified torque output from the torque converter to the plurality of wheels; a forward/backward switching device configured to switch forward movement and backward movement of the vehicle body; a speed stage selection device configured to select a speed stage of the transmission; a traveling state sensor configured to detect a traveling state of the vehicle body; an operation state sensor configured to detect an operation state of the lift arm; and a controller configured to generate a control signal for selecting the combination of the plurality of gears to obtain a gear ratio corresponding to the selected speed stage based on a switching signal output from the forward/backward switching device and the speed stage selected by the speed stage selection device, and output the control signal to the plurality of solenoid control valves (32A-E) so as to control the transmission, characterized in that the controller is further configured to: in a case where the vehicle body is traveling forward at vehicle speed corresponding to a speed stage set greater by one speed stage than a lowest speed stage of the transmission, and the operation state of the lift arm detected by the operation state sensor is an operation in an upward direction, based on the switching signal output from the forward/backward switching device, the traveling state of the vehicle body detected by the traveling state sensor, and the speed stage selected by the speed stage selection device, output, to the plurality of solenoid control valves (32A-E), a signal for selecting the combination of the plurality of gears corresponding to an intermediate gear ratio which is between a gear ratio corresponding to the speed stage set greater by one speed stage than the lowest speed stage and a gear ratio corresponding to the lowest speed stage.