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: Customer service representatives

Click on state name to filter.
State Jobs Average
Salary		 Rank
Massachusetts 53,320 $36,980 1
Connecticut 29,090 $35,980 2
District of Columbia 5,700 $35,050 3
California 199,440 $34,110 4
New York 133,800 $34,010 5
Alaska 2,660 $33,580 6
New Jersey 63,410 $33,300 7
Minnesota 37,890 $33,090 8
Illinois 94,660 $32,980 9
Delaware 8,790 $32,630 10
Michigan 64,770 $32,300 11
Maryland 35,980 $32,230 12
New Hampshire 8,690 $32,110 13
Rhode Island 6,520 $31,860 14
Washington 33,880 $31,490 15
Hawaii 6,690 $31,430 16
Wisconsin 41,630 $31,240 17
Colorado 34,030 $30,770 18
Nevada 13,190 $30,380 19
Georgia 83,960 $30,310 20
Virginia 54,630 $30,240 21
Ohio 87,420 $30,060 22
Missouri 38,700 $30,010 23
Indiana 37,480 $29,790 24
Pennsylvania 94,030 $29,640 25
North Carolina 64,620 $29,610 26
Oregon 24,430 $29,290 27
Arizona 70,470 $29,190 28
Vermont 3,640 $28,780 29
Tennessee 48,170 $28,620 30
South Carolina 27,850 $28,110 31
Iowa 23,570 $27,860 32.5
Kentucky 25,350 $27,860 32.5
Florida 158,200 $27,630 34
Texas 211,970 $27,470 35
Kansas 22,360 $27,420 36
Maine 8,640 $27,320 37
Arkansas 12,810 $27,230 38
Nebraska 18,830 $27,140 39
Alabama 22,250 $27,080 40
Montana 3,880 $26,410 41
North Dakota 4,430 $25,940 42
Oklahoma 22,750 $25,930 43
Utah 24,330 $25,880 44
New Mexico 10,290 $25,100 45
Mississippi 10,810 $24,940 46
Idaho 12,630 $24,580 47
Louisiana 25,170 $24,570 48
Wyoming 1,690 $24,490 49
South Dakota 8,770 $24,180 50
West Virginia 9,520 $23,820 51
Virgin Islands 310 $22,740
Guam 1,120 $22,520
Puerto Rico 11,460 $20,200