Occupation categories

Number of occupations, median pay, average outlook score and average AI replacement risk by category. U.S. figures are medians in dollars; Japanese figures are averages in yen.

United StatesJapan
CategoryJobsAverage payOutlook (avg.)AI risk (avg.)
IT & Software22¥6.35M42/10073%
AI & Data2¥6.11M52/10072%
Sales7¥6.10M52/10048%
Marketing & PR3¥6.16M45/10072%
Management & Consulting5¥6.80M49/10050%
Finance11¥8.84M49/10073%
Real Estate6¥5.57M48/10054%
Healthcare43¥6.87M60/10026%
Caregiving9¥4.26M69/10014%
Social Services16¥4.61M62/10020%
Education24¥6.17M53/10036%
Legal13¥7.88M45/10063%
Accounting & Tax5¥7.25M40/10083%
Architecture17¥5.41M56/10035%
Construction19¥5.05M65/10021%
Engineering & Science23¥6.68M50/10059%
Manufacturing & Repair28¥4.34M50/10045%
Logistics5¥5.03M51/10040%
Transportation27¥5.19M53/10036%
Food Service13¥4.01M60/10024%
Retail26¥3.96M51/10043%
Beauty & Personal Care7¥3.80M55/10017%
Fashion5¥5.00M48/10043%
Writing & Media14¥5.98M33/10061%
Design10¥5.43M31/10058%
Film & Video15¥5.68M48/10051%
Music1¥5.83M60/10039%
Entertainment1¥5.44M50/10025%
Sports & Fitness3¥4.94M56/10015%
Government6¥5.29M44/10063%
Protective Services6¥3.35M64/10035%
Agriculture7¥3.66M51/10020%
Fishing4¥4.33M51/10021%
Travel & Tourism4¥4.69M56/10046%
Hospitality4¥3.62M52/10035%
Aviation11¥6.45M60/10040%
Office & Admin80¥5.27M43/10069%
Cleaning & Building Services6¥4.65M61/10018%