Cook potatoes in boiling salted water until just tender.  Drain well.
Meanwhile cook bacon in a frying pan over a medium heat until crisp.  Drain on paper towels and roughly chop.
Combine potatoes, bacon, spring onions and walnuts in a dish.  Combine olive oil, vinegar and season with salt and pepper.  Drizzle over salad and serve warm.