I looked up part numbers for both model years and included them below. They are the same part number, so it should work.
However, this is a CVT transmission. If the one you plan to use has a lot of miles, consider rebuilding it prior to installation. This transmission design hasn't been the longest lasting.
2005 -- 7F9Z7000A
2007 -- 7F9Z7000A
Interestingly, the part is identified as a CVT in the manual, which to the best of my knowledge is. The removal and replacement that both Sean and I provided show it as a 6-speed automatic. I'm waiting for confirmation.
Let me know if this helps or if you have other questions.
Thursday, April 28th, 2022 AT 7:12 PM