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Singulariki

The 23 families all work rolls up to

23 SOC major groups · 1,016 occupations

The U.S. government classifies every job into the same 23 SOC major groups — broad families like Healthcare, Management, and Computer & Mathematical. They are the top of the occupation hierarchy: each splits into minor groups, broad groups, and the 1,016 detailed occupations rendered across this site. Pick a family to see its occupations, what they pay, where employment is heading, and how exposed the work is to AI.

Projections are employment-weighted across each family's occupations (BLS Employment Projections 2024–34).

All job families

Ranked by U.S. employment (BLS OEWS May 2024).

Family Occupations Employment Median pay 2024–34 AI exposure
Healthcare Practitioners and Technical Occupations 96 25,237,230 $88,180 +5.8% Moderate
Management Occupations 59 18,560,850 $121,440 +6.6% High
Office and Administrative Support Occupations 55 18,315,860 $47,850 -4.0% High
Business and Financial Operations Occupations 50 18,292,200 $79,880 +4.7% High
Food Preparation and Serving Related Occupations 18 17,394,430 $34,340 +4.1% Low
Transportation and Material Moving Occupations 57 16,069,250 $52,095 +3.5% Moderate
Sales and Related Occupations 23 13,645,600 $56,320 -2.1% High
Computer and Mathematical Occupations 38 10,499,610 $108,970 +10.4% High
Construction and Extraction Occupations 65 7,727,430 $55,730 +5.0% Low
Educational Instruction and Library Occupations 68 7,380,170 $76,210 +0.8% Moderate
Production Occupations 114 7,229,550 $46,125 -1.5% Low
Architecture and Engineering Occupations 59 6,532,850 $101,140 +5.8% High
Installation, Maintenance, and Repair Occupations 52 6,228,720 $58,920 +4.6% Low
Protective Service Occupations 28 4,626,600 $59,070 +1.1% Moderate
Building and Grounds Cleaning and Maintenance Occupations 10 4,496,160 $44,070 +2.1% Low
Healthcare Support Occupations 20 3,667,160 $43,930 +6.5% Low
Personal Care and Service Occupations 34 3,631,090 $36,670 +3.4% Moderate
Arts, Design, Entertainment, Sports, and Media Occupations 45 2,582,330 $66,355 +3.2% Moderate
Life, Physical, and Social Science Occupations 66 2,265,730 $84,730 +4.3% High
Community and Social Service Occupations 18 2,129,260 $59,315 +5.3% Moderate
Legal Occupations 8 1,273,410 $68,235 +2.6% Moderate
Farming, Fishing, and Forestry Occupations 14 440,980 $46,710 -2.1% Low
Military Specific Occupations 19