I will go out on a limb and "assume" (ouch) that you have the MKV with a 2.5. If this is the case, the oil filter is inside a black plastic canister on the radiator side of the engine. If you are looking into the engine bay, it is underneath the intake manifold, slightly right of where the dipstick is.
Hope this helps,
- Craig
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