Why transition element have variable oxidation state?

Reason of variable oxidation state of transition elements is that there is a

very small energy difference between $\left(n-1\right)d$ & $ns$ orbitals.

As a result, electrons of $\left(n-1\right)d$ orbitals as well as $ns$-orbitals take part in bond formation.