Resize the image to smaller dimensions
Increase JPEG compression
Lower the image quality setting when saving
Remove unnecessary metadata
Crop out unused parts of the image
Convert to a more efficient format if appropriate
Use an image optimizer or compressor
Reduce color detail if possible
Save only once to avoid repeated recompression
Use the smallest acceptable file size for your purpose