Market Radar
Look at the work before making a career decision

Which parts of your work could AI help with?

Search for an occupation to see which tasks may be easier to support with generative AI. The score does not predict job loss. Use it to decide where to test a tool, build a skill, or document stronger work.

Occupations you can search
427 occupations

International Labour Organization (ILO) Working Paper 140

People in the NSO dataset
39,383,312 people

77 provinces · Q1/2025

Courses you can search
688 courses

334 list a standard study time · Open all courses

This data was updated
August 12, 2026

Source IDs and file checksums are included

Find an occupation and see how the work breaks down

ILO research estimates how much room there may be for generative AI to support tasks within each occupation. Open a record, then compare it with the work you actually do.

Showing 427 of 427 ILO occupations

The heatmap groups all 427 occupations under the nine ISCO-08 major groups, stacked vertically.
Every cell is equal-sized and ordered by AI-potential score from high to low within its group. Cell area does not represent workforce; color represents the ILO exposure group.

Point or use the arrow keys to enlarge the current occupation only. Every other cell remains the same size.

The heatmap groups all 427 occupations under the nine ISCO-08 major groups, stacked vertically. Every cell is equal-sized and ordered by AI-potential score from high to low within its group. Cell area does not represent workforce; color represents the ILO exposure group.

  • ISCO 1, Managers, Major-group workforce 1,351,820 people, 30 occupations
  • ISCO 2, Professionals, Major-group workforce 2,249,580 people, 92 occupations
  • ISCO 3, Technicians and associate professionals, Major-group workforce 1,892,476 people, 82 occupations
  • ISCO 4, Clerical support workers, Major-group workforce 1,902,801 people, 29 occupations
  • ISCO 5, Service and sales workers, Major-group workforce 8,698,922 people, 39 occupations
  • ISCO 6, Skilled agricultural, forestry and fishery workers, Major-group workforce 9,241,213 people, 18 occupations
  • ISCO 7, Craft and related trades workers, Major-group workforce 4,238,903 people, 65 occupations
  • ISCO 8, Plant and machine operators, and assemblers, Major-group workforce 4,371,837 people, 39 occupations
  • ISCO 9, Elementary occupations, Major-group workforce 5,348,080 people, 33 occupations

ISCO 1 · Managers

30 occupations · Workforce 1,351,820 people

ISCO 2 · Professionals

92 occupations · Workforce 2,249,580 people

ISCO 3 · Technicians and associate professionals

82 occupations · Workforce 1,892,476 people

ISCO 4 · Clerical support workers

29 occupations · Workforce 1,902,801 people

ISCO 5 · Service and sales workers

39 occupations · Workforce 8,698,922 people

ISCO 6 · Skilled agricultural, forestry and fishery workers

18 occupations · Workforce 9,241,213 people

ISCO 7 · Craft and related trades workers

65 occupations · Workforce 4,238,903 people

ISCO 8 · Plant and machine operators, and assemblers

39 occupations · Workforce 4,371,837 people

ISCO 9 · Elementary occupations

33 occupations · Workforce 5,348,080 people

ILO occupation color and score: Source ID SRC-2026-07-14-ilo-wp140NSO Q1/2025: Workforce in nine mapped groups 39,295,632 people (99.78% of 39,383,312) · Unclassified 87,688 people · Category sum differs from the official total due to source rounding +8 people · Source ID SRC-2026-07-14-nso-employment-occupation