Open Data

What the data shows

15 jobs assessed across 20 submissions. All data is public and contributed by anyone.

Total Jobs

15

Assessments

20

Industries

11

Distribution

Human Necessity Levels

How assessed jobs distribute across the four necessity levels — for both AGI and Embodied AGI scenarios.

Dimensions

Dimension Importance

Which dimensions most commonly protect human work across all assessments. Scores range from 0 (not protective) to 2 (strongly protective).

Most Assessed

Most Assessed Jobs

Jobs with the most community submissions — showing where interest and debate are concentrated.

01Software Engineer3 assessmentsOptional
02Surgeon2 assessmentsEssential
03Plumber2 assessmentsEssential
04Accountant2 assessmentsOptional
05Emergency Physician2 assessmentsEssential
06Data Entry Clerk2 assessmentsEssential
07Judge1 assessmentPreferred
08Graphic Designer1 assessmentUnnecessary
09Teacher1 assessmentEssential
10Massage Therapist1 assessmentEssential

Shift Analysis

AGI vs Embodied AGI

How jobs shift between necessity levels when physical robotics match human capability. Each bar shows jobs that move from one AGI level to another Embodied AGI level.

By Industry

Industry Breakdown

Number of jobs and assessments per industry sector.

Contribute

These charts improve with every assessment. The more data, the clearer the patterns. No login required.