Any positive number can be found at the beginning of a factorial. That is, for every positive integer n, there is an integer m such that the leading digits of m! are the digits of n.
There’s a tradition in math to use the current year when you need an arbitrary numbers; you’ll see this in competition problems and recreational math articles. So let’s demonstrate the opening statement with n = 2019. Then the smallest solution is m = 3177, i.e.
3177! = 2019…000
The factorial of 3177 is a number with 9749 digits, the first of which are 2019, and the last 793 of which are zeros.
The solution m = 3177 was only the first. The next solution is 6878, and there are infinitely more.
Not only does every number appear at the beginning of a factorial, it appears at the beginning of infinitely many factorials.
We can say even more. Persi Diaconis proved that factorials obey Benford’s law, and so we can say how often a number n appears at the beginning of a factorial.
If a sequence of numbers, like factorials, obeys Benford’s law, then the leading digit d in base b appears with probability
logb(1 + 1/d).
If we’re interested in 4-digit numbers like 2019, we can think of these as base 10,000 digits . This means that the proportion factorials that begin with 2019 equals
log10000(1 + 1/2019)
or about 1 in every 18,600 factorials.
By the way, powers of 2 also obey Benford’s law, and so you can find any number at the beginning of a power of 2. For example,
22044 = 2019…
Related: Benford’s law blog posts
 As pointed out in the comments, this approach underestimates the frequency of factorials that start with 2019. It would count numbers of the form 2019 xxxx xxxx, but not numbers of the form 201 9xxx xxxx etc. The actual frequency would be 4x higher.