Additionally it's hard work. Creating the right tests, getting the data into the format you need to do analysis, collating it and finding the important things, explaining it.
Very hard work and often takes a lot of creativity. I always thought measurement was the essence of engineering but these days find it to be a lost art. Too often the market for the measure takes priority over the scientific piece.