Its 2019, are Roman Numerals used anywhere other than the Super Bowl?

You can read about it in the book I referenced:

Given especially the Etruscan influence, it seems safe to say (but would require digging through texts to confirm) that the principle was already known pre-classically, so that they did originally have it, but you are right that it was obviously not consistently applied.

That, or a couple of other theories mentioned in the book and/or the Wikipedia article. I wonder what the latest research has to say about it…

At the height of the Roman Empire, how high a number would the Romans have a need to count to? What were they counting?

Legions, supplies for legions, agricultural production, tax receipts, assets, debts, water supplies, grain storage, distances, … those are my first guesses

Did they need a “letter” (number) for 1 million?

Ah, but 38 you’re stuck with XXXVIII. I suspect a typo on ftg’s part. I was trying to work out a scheme of using both sides of a 14-segment for the Is but that would save only one anyway, and you still have the issue of a lot of dark between I and XXXVIII. The matrix idea is better but trickier to implement.

Such numbers could easily have been denoted by, e.g., using the apostrophus principle or a vinculum, but we would need palaeographic or epigraphic evidence that such forms were actually used for a million (I have no idea). The engraver of this column did not feel the need to use such a symbol (note that predates the Empire). Elsewhere we find sums of millions and even hundreds of millions of sesterces written out in words, e.g. HS. quater decies = sestertiūm quater decies centena milia = HS. 1400000; HS LX = HS 6000000; in such cases units of 100000 are understood.

That does not really answer the question of whether a Roman banker or accountant might have felt the need to use such a symbol in the course of doing arithmetic. I wonder whether any written scratch-work has survived?

Smith asserts that “The Romans had relatively little need for large numbers, and so they developed no general system for writing them… What they ordinarily did, if they used numerical symbols at all, was to take some such forms as the following… To represent larger numbers, these forms were repeated.”

Waterline marks on some vessels:

The latest watercraft to bear a time-honored name:

http://www.commodoresboats.com/wp-content/uploads/2016/01/Gypsy-Blue-4.jpg

Vatican City ATMs?: https://www.ptraveler.com/wp-content/uploads/2014/11/Latin-ATM-Vatican-with-Romans-by-Dasza-Traveler.jpg

Mars, Inc. liked the year 2000 very much: https://img0.etsystatic.com/219/0/13015909/il_340x270.1419936556_c8ut.jpg

Tallying Livia’s lovers, too.