Hi Lewis,
Data = Import["/filename.csv", "Grid"];
Data[[All, All, {2, 3}]]
Will import the 2nd & 3rd columns from the CSV file, but not any of the other columns.
Hope this helps,
Greg
Following commenter correctly points out that the file is small. A visual inspection of the data may be able to find the cause.