An equation $F(x)=c$ ($c$ constant) is related to a function $F$. A function whose function term is composed only of polynomials and logarithms is an elementary function. The elementary functions according to Liouville and Ritt are are those functions which are obtained in a finite number of steps by performing only algebraic operations and/or taking exponentials and/or logarithms (Wikipedia: Elementary function).
To solve a given equation $F(x)=c$ only by rearranging it by applying only elementary operations/functions means to apply the compositional inverse $F^{-1}$ of $F$. Ritt, J. F.: Elementary functions and their inverses. Trans. Amer. Math. Soc. 27 (1925) (1) 68-90 says which kinds of elementary functions can have an elementary inverse and which not.
It follows from Ritt's article, because $x$ and $\ln(x)$ are algebraically independent, an algebraic function in dependence of only $x$ and $\ln(x)$ that cannot be reduced to an algebraic function of only one complex argument cannot have an elementary inverse.
But you can try to use Lambert W or one of its generalizations. Lambert W is the multivalued inverse of the elementary function $f$ with $f\colon x\mapsto xe^{x}$. For applying only Lambert W and elementary functions, your equation should be transformable to the form
$$f_1(f_2(x)e^{f_2(x)})=c$$
where $c$ is a constant and $f_1$ and $f_2$ are elementary functions with a suitable elementary partial inverse, or equivalently in the form
$$\ln(f_2(x))+f_2(x)=\ln(f_{1}^{-1}(c)).$$
Your equation in the question can be brought to that form.
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Let $g(x),h(x)$ polynomials in $x$ and $c_1$ constant.
If you have an equation
$$f(g(x)e^{h(x)})=c_1,$$
you can try
$$g(x)e^{h(x)}=f^{-1}(c_1),$$
$$ae^{b}\left(g(x)e^{h(x)}\right)^{d}=ae^{b}f^{-1}(c_1)^{d},$$
$$ag(x)^{d}e^{b+dh(x)}=ae^{b}f^{-1}(c_1)^{d}.$$
If there are constants $a,b,d$ so that
$$ag(x)^{d}=b+dh(x),$$
we can apply Lambert W:
$$ag(x)^{d}=b+dh(x)=W(ae^{b}f^{-1}(c_1)^{d}).$$