This seems rather complicated and awkward, but, FWIW, here it is:
You have that $f$ can be written as
$$f(z) =\sum\limits_{n=0}^\infty f^{(n)}(0)\frac{z^n}{n!}$$
I assume this series converges absolutely to $f$ in some domain $D$.
You need
$$g(z) =\sum\limits_{n=0}^\infty f^{(2n)}(0)\frac{z^n}{n!}$$
Put
$$g(z^2) =\sum\limits_{n=0}^\infty f^{(2n)}(0)\frac{z^{2n}}{n!}$$
Now,
$$\int \frac{g(z^2)}{z}dz=\sum\limits_{n=0}^\infty f^{(2n)}(0)\frac{z^{2n}}{(2n)n!}$$
Then
$$\int\frac{dz}{z^2}\int \frac{g(z^2)}{z}dz=\sum\limits_{n=0}^\infty f^{(2n)}(0)\frac{z^{2n-1}}{(2n)(2n-1)n!}$$
Continuing this will give
$$\int \frac{1}{z^k}\int \frac{1}{z^{k-1}}\cdots \int\frac{1}{z^2}\int \frac{g(z^2)}{z}dz^k=\sum\limits_{n=0}^\infty f^{(2n)}(0)\frac{z^{2n-k+1}}{(2n)(2n-1)\cdots(2n-k+1)n!}$$
Now choose $k=n$ and multiply by $z^{n-1}$ to get
$$j_n(z)=z^{n-1}\int \frac{1}{z^n}\int \frac{1}{z^{n-1}}\cdots \int\frac{1}{z^2}\int \frac{g(z^2)}{z}dz^n=\sum\limits_{n=0}^\infty f^{(2n)}(0)\frac{z^{2n}}{(2n)!}$$
I'm guessing the new $n$ will need to tend to $\infty$ for the result to hold. I'm still not confident about the above.
I'm thinking that it might be necessary to introduce the "odd" transformation
$$h(z) =\sum\limits_{n=0}^\infty f^{(2n+1)}(0)\frac{z^n}{n!}$$
In a similar manner you get
$$\int \frac{1}{z^k}\int \frac{1}{z^{k-1}}\cdots \int\frac{1}{z^2}\int {h(z^2)}dz^k=\sum\limits_{n=0}^\infty f^{(2n+1)}(0)\frac{z^{2n-k+2}}{(2n)(2n-1)\cdots(2n-k+2)n!}$$
Then $k=n+1$ and $z^n$
$$i_n(z) = z^n \int \frac{1}{z^{n+1}}\int \frac{1}{z^{n}}\cdots \int\frac{1}{z^2}\int {h(z^2)}dz^{n+1}=\sum\limits_{n=0}^\infty f^{(2n+1)}(0)\frac{z^{2n+1}}{(2n+1)!}$$
Then $i_n(z)+j_n(z)=f(z)$
So you are looking at some combination of the operations of multiplying by $z^n$ and $\frac{d^n}{dz^n}$ alternately. And clearly then putting $\sqrt{z}$ instead of $z$ as you suggest.
That's all I got for now.