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: Building and grounds cleaning and maintenance occupations

Click on state name to filter.
State Jobs Average
Salary		 Rank
Massachusetts 105,840 $27,240 1
Connecticut 59,020 $27,150 2
Alaska 10,090 $26,580 3.5
New York 290,030 $26,580 3.5
Washington 78,900 $25,720 5
Rhode Island 15,700 $25,690 6
Hawaii 32,870 $25,530 7
New Jersey 135,630 $25,510 8
District of Columbia 24,230 $24,840 9
Michigan 134,880 $24,590 10
California 468,520 $24,470 11
New Hampshire 19,740 $24,300 12
Minnesota 81,070 $24,200 13
Illinois 201,310 $24,060 14
Nevada 72,650 $23,820 15
Vermont 10,200 $23,700 16
Colorado 76,160 $23,610 17
Delaware 14,790 $23,260 18
Wisconsin 90,760 $23,090 19
Maryland 87,610 $23,000 20
Oregon 50,640 $22,960 21
Ohio 166,460 $22,850 22
Pennsylvania 175,580 $22,830 23
Maine 20,470 $22,780 24
Indiana 95,570 $22,090 25
Iowa 46,910 $21,760 26
Virginia 129,290 $21,440 27
Idaho 21,600 $21,210 28
Missouri 86,080 $21,070 29
Nebraska 28,340 $21,040 30
Florida 311,490 $20,780 31
Wyoming 11,120 $20,740 32
Utah 36,360 $20,640 33
Kansas 41,820 $20,630 34
Georgia 122,260 $20,570 35
Arizona 94,570 $20,460 36
North Carolina 121,690 $20,430 37
Montana 18,000 $20,260 38
Kentucky 52,760 $20,250 39
North Dakota 13,390 $20,200 40
Tennessee 82,440 $20,060 41
South Carolina 71,230 $19,580 42
South Dakota 14,940 $19,510 43
Virgin Islands 2,840 $19,450
Alabama 55,020 $19,190 44
West Virginia 22,960 $18,940 45
New Mexico 27,950 $18,930 46
Oklahoma 44,700 $18,840 47
Arkansas 34,800 $18,740 48
Texas 296,670 $18,630 49
Mississippi 36,230 $18,210 50
Louisiana 54,890 $17,600 51
Guam 3,050 $16,690
Puerto Rico 44,570 $15,160