TypeProviders don't do well with messy JSON and are finicky at the best of time, the last thing I'd rely on during an interview.

Depends on what you mean by messy? Non-conforming JSON? A custom FParsec parser might be able to sensibly extract the data. If it is conforming to JSON then you'd use normal F# code to work with the standard JSON parsers.