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: Clinical, counseling, and school psychologists

Click on state name to filter.
State Jobs Average
Salary
Rank
New Jersey 4,170 $92,560 1
California 13,520 $76,920 2
Ohio 3,130 $75,460 3
New York 9,790 $75,350 4
Rhode Island 600 $71,230 5
Florida 4,560 $70,340 6
Connecticut 1,620 $70,190 7
Alabama 650 $68,310 8
Virginia 2,100 $66,740 9
Michigan 3,130 $66,450 10
Maryland 1,820 $66,070 11
Hawaii 420 $65,840 12
Oregon 1,090 $65,560 13
Wisconsin 2,150 $65,400 14
Colorado 1,860 $64,230 15
Utah 870 $63,540 16
Delaware 380 $63,320 17
Minnesota 2,890 $62,360 18
Georgia 2,220 $61,900 19
Maine 450 $61,740 20
Arkansas 500 $61,670 21
Alaska 190 $61,630 22
Nevada 410 $61,540 23
Pennsylvania 3,940 $61,420 24
District of Columbia 670 $61,390 25
Washington 2,150 $60,860 26
Vermont 430 $60,760 27
Massachusetts 4,290 $60,450 28
North Carolina 2,240 $58,590 29
Illinois 5,040 $58,010 30
South Dakota 210 $57,780 31
Texas 4,470 $57,530 32
Iowa 870 $57,050 33
Indiana 1,120 $56,020 34
North Dakota 310 $54,970 35
Idaho 590 $54,780 36
New Hampshire 460 $53,970 37
Kansas 1,200 $53,790 38
Tennessee 1,550 $53,170 39
Wyoming 200 $52,900 40
Nebraska 490 $52,470 41
West Virginia 470 $52,060 42
Missouri 1,340 $52,040 43
Kentucky 960 $51,900 44
South Carolina 840 $51,870 45
Arizona 1,770 $51,050 46
Louisiana 280 $50,590 47
Mississippi 620 $48,810 48
Oklahoma 1,190 $48,730 49
New Mexico 680 $46,450 50
Montana 440 $44,630 51
Puerto Rico 290 $40,910