What is the method for finding the summation of a series whose $n^{th}$ difference between consecutive terms is in an AP?
For example, $$2,12,36,80,150,252...$$ Taking the first term difference we get another series as such - $10,24,44,70,102...$.
Taking it's term difference we get the series $14,20,26,32$ which is in an Arithmetic Progression.
Or, $$1,13,53,143,311,591,1023...$$
In this, the series formed by the $3^{rd}$ order difference is in AP.
We use the shift operator $E$, which applied at $a_k$ gives $E a_k=a_{k+1}$, $k\geq 0$ and we als need the forward difference operator $\Delta a_k=a_{k+1}-a_k$. The shift operator $E$ can be written in terms of the $\Delta$ operator as \begin{align*} E&=\Delta+I\tag{1} \end{align*} since \begin{align*} E a_k&=a_{k+1}\\ (\Delta+I)a_k&=\Delta a_k + I a_k=(a_{k+1}-a_k)+a_k=a_{k+1}\\ \end{align*} where $I a_k=a_k$ is the identity operator.
Let's take a look at OP's example: \begin{align*} (a_k)_{k\geq 0}=(2,12,36,80,150,252,\ldots)\tag{2} \end{align*} which is an arithmetical progression of order $3$. To better see what's going on we calculate the differences up to the fourth order. \begin{align*} \begin{array}{r|ccccccccccccc} a_k\ &\color{blue}{2}&&12&&36&&80&&150&&252&&\cdots\\ \Delta a_k\ &&\color{blue}{10}&&24&&44&&70&&102&&\cdots\\ \Delta^2 a_k\ &&&\color{blue}{14}&&20&&26&&32&&\cdots\\ \Delta^3 a_k\ &&&&\color{blue}{6}&&6&&6&&\cdots\\ \Delta^4 a_k\ &&&&&0&&0&&\cdots\\ \end{array} \end{align*}
We see the row $\Delta^3 a_k$ contains the constant $6$ only, indicating $(a_k)_{k\geq 0}$ is an arithmetical progression of order $3$. The left-most elements of $\Delta a_k^j, 0\leq j\leq 3$ are marked in blue. These are coefficients which will be relevant for the wanted formula.
We finally calculate a formula for the sum of the first $q$ terms $a_k$ from (4). To simplify things somewhat, we only consider the case $q\geq n$.
Comment:
In (5) we use formula (4).
In (6) we exchange the sums.
In (7) we factor out $\Delta^j a_0$ and set the lower index of the inner sum to $j$ since $\binom{k}{j}=0$ if $0\leq k<j$.
In (8) we apply the Hockey stick identity.
Note that in the first calculation we always have to add $q+1$ terms in case of $q\geq n$, while in the second we have to sum up no more than $n+1$ terms, $n$ giving the order of the arithmetic progression.
Note: As preparatory work for this answer I went through section 23: Expansion into a Series of Binomial Coefficients of Calculus of finite Differences by C. Jordan.