improvements

instead of hardcoding NYC, Boston, get a list of the 100 biggest cities in the US
make the program realize that NYC and New York City are the same thing
Go might be a tough one with lots of false positives! Just match case-sensitive?
Also take a look at the ads == single job posts during the month
- (though that requires that I go through ever post again!)
also add the functionality to filter by company
fix the encoding issues maybe relevant: https://en.wikipedia.org/wiki/Percent-encoding
make the entire thing asynchronous.
automate the table & table schema creation
put the entire thing in a docker container
with all the Seq[String]s I have in my model, doing a NoSQL db might actually be better!
add metrics with http4s prometheus middleware
ADD TESTS

Todos

[x] exchange ujson (which is super nice but uses mutability) with circe (which is not as nice, but immutable)

[x] at the moment i just assume that all fields in the response exist that is probably not a good move. fix that

[ ] slick supports codegen of the db entity class use that

[ ] let the data flow through a stream that converts all of the synonyms into one name before committing to the db