CDL is a federal requirement for combinations over 26,000lbs GVW regardless of what the state does, so in this case, yes. The truck pictured is 14,000GVW and the trailer is 16,000GVW = 30,000 GCWR, which requires a Class A CDL.
Believe it or not, if you towed this same load with a diesel 3/4...