Font and size keep reverting

I am having the font and size revert back to default each time I click a new cell, I don’t see any reasonable solution to this form checking around online. I would like a simple and non permanent solution if possible.

Why don’t you modify the Default style for that sheet to your liking? Sidebar > Styles > Default right click and select Modify.
Or if it is just for a portion of the sheet? Create a new style for those cells.

More information in the Calc Guide from English documentation | LibreOffice Documentation - LibreOffice User Guides

The “non” is likely a thinko?

I assume you are currently changing the font, after you selected a cell, so the property of one cell is changed.
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Select a bigger area, then change the font. The font will be used for the complete selection.
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You may select columns or row, by selecting the “field” with the letter or row-number.