pick - Register 1.8
choose - Register 2.2
select - Register 2.6
pick and
choose are the more ordinary everyday words.
select is in a higher register. All have essentially the same meaning.
You pick a winning horse at the races.
You choose a certain brand of peanut butter at the supermarket.
You select the finest quality carpeting for your home.
CJ