I studied this 10+ years ago. But I just saw a very concise derivation from stack exchange
Let be a Poisson counter process, with parameter . Let there be another stochastic process . Then, by Taylor series expansion,
The second equality is due to the fact that , and since .
Therefore, we have
For example, if