Cut potatoes into bite-sized pieces. Combine in a large bowl with pearl onions, pickle and parsley. In a smaller bowl, whisk together oil, vinegar, mustard and salt and pepper. Pour dressing over salad and toss well. Season with more salt and pepper if necessary.