Open Data

What the data shows

13 jobs assessed across 9 submissions. All data is public and contributed by anyone.

Total Jobs

13

Assessments

9

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.

01Data Entry Clerk2 assessmentsUnnecessary
02Surgeon1 assessmentEssential
03Software Engineer1 assessmentOptional
04Graphic Designer1 assessmentUnnecessary
05Plumber1 assessmentEssential
06Teacher1 assessmentPreferred
07Emergency Physician1 assessmentPreferred
08Sales1 assessmentOptional

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.