Removing Exif Data with out using "Save for Web"

I have very large files.  I need to remove thw EXIF data.  I do not want to use "save for web" because it impacts the quality and size (recompresses) of the files.  I need the files to remain un changed except for the removal of the EXIF data.
I have a large number of files to do this to.
Can anyone help?
Thanks

Thanks Tai Lao for the shortcuts. 
I have RAW files to start.  I "process" them and convert to jpg.  Then send them to the client.  But there are times the client doesn't need to be able to view the EXIF data, soooo....
1. I'm working on seting up an action to convert the processed RAW files to TIFF first,
2. then, using the shortcuts you listed, set up an action to take the tiff files through the process to strip them of the EXIF data and,
3. then convert the resulting "EXIF-less" TIFF files to jpg - also using an action.  I'm going to try to build one action to do the whole thing but so far I'm still experimenting... I have to keep the file names...
Anyway, I'll post my findings.
Thanks
To whomever left the info about Exiftool - Thanks for that info as well.  I'll check it out but is seems a bit too complicated for large numbers of files.

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