Here's a different take on the Bureau of Labor Statistics Employment and Wage estimates page. I've downloaded all the data and ranked states (for every occupation with at least 100 workers).

You can use the drop-down menus to filter by state or by occupation.

Occupation Selected: Farmworkers and laborers, crop, nursery, and greenhouse

Click on state name to filter.
State Jobs Average
Salary		 Rank
Massachusetts 780 $24,220 1
Montana 370 $23,960 2
Nebraska 630 $23,230 3
Connecticut 580 $23,070 4
Minnesota 760 $22,980 5
Rhode Island 160 $22,750 6
Indiana 770 $22,700 7
North Dakota 280 $22,620 8
Maine 370 $22,520 9
Delaware 100 $22,290 10
Washington 3,610 $21,940 11
Iowa 640 $21,910 12
Illinois 1,940 $21,670 13
New York 1,840 $21,630 14
Missouri 1,010 $21,590 15
Nevada 160 $21,530 16
Hawaii 360 $21,450 17
New Jersey 1,340 $21,210 18
Michigan 2,370 $21,020 19
Pennsylvania 1,690 $21,000 20
Colorado 940 $20,790 21
Idaho 1,030 $20,700 22
Maryland 910 $20,620 23
West Virginia 190 $20,200 24
Louisiana 740 $20,180 25.5
Arkansas 700 $20,180 25.5
Ohio 2,130 $20,170 27
Kansas 250 $19,920 28
South Dakota 120 $19,580 29
Virginia 1,050 $19,470 30
Wyoming 130 $19,320 31
Wisconsin 660 $19,060 32
Oregon 3,260 $19,050 33
New Hampshire 260 $18,980 34
Tennessee 750 $18,550 35
Kentucky 200 $18,520 36
Alabama 680 $18,260 37
Oklahoma 1,110 $18,090 38
Utah 460 $17,940 39
South Carolina 1,040 $17,790 40
Florida 21,170 $17,530 41
North Carolina 2,340 $17,250 42
California 146,220 $17,210 43
Georgia 4,160 $16,530 44
Mississippi 550 $15,880 45
Arizona 10,340 $15,500 46
Puerto Rico 770 $15,480
Texas 6,170 $15,440 47
New Mexico 3,100 $14,020 48