I generated 300 square chunks and still didn't find a jungle biome so then I used AMIDST to generate an approximate biome map from the seed. Not exact as it uses the seed instead of the actual map but it is a lot faster than generating 100K+ chunks. In the end I had to travel about 2800 blocks...