SurviAGI
All occupations

Epidemiologists

Which pieces of this job an update has reached, and which nobody has looked at.

AI finishesL2 · Partial automation

4/ 16

tasks at L2 or above. The median occupation is at 0%.

Looked at16 tasks

4/ 16

tasks carry a level at all; the other 12 have no evidence either way.

This occupation's tasks

One square, one task, filled to the lowest level of the kinds of work covering it.

of 16

The same grid as text
  • L5 · Full automationemptyAI delivers alone in any setting, with no defined scope limiting it.
  • L4 · High automationemptyAI delivers alone inside a defined scope, running in real business.
  • L3 · Conditional automationemptyAI completes it; a person spot-checks rather than reviews each one.
  • L2 · Partial automation4AI produces the bulk; a person reviews and corrects every item.
  • L1 · AssistedemptyAI helps in places; a person does the whole delivery.
  • L0 · ManualemptyAI takes no part in this work.
  • Unknown3part of this work has no evidence either way
  • Untouched9no update in the collected window mentions it

What AI has been shown to do here

Work6

One row per kind of work; open a row to see the updates behind its level.

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6 of 6 kinds of work

Markets this occupation serves

A market is a kind of work a business sells; a job usually serves several.

Non-technical conditions on these kinds of work

A condition that does not lift because a model improved.

  • Animal Handlingphysical_presence

  • Chemical Applicationregulatory

  • Clinician sign-offhuman_authority

  • Equipment Maintenancephysical_presence

  • Manual Dexterityphysical_presence

  • Payment authorityliability

  • Payment Processingregulatory

  • Physical Presencephysical_presence

  • Student Supervisionphysical_presence

  • Tool Usephysical_presence

Where this page's numbers come from

Snapshot
snapshot-1
Generated
2026-10-09 08:10 UTC
Ontology
1.0.0
Ontology schema
2.4.0
Method version
activity-level-1
Content SHA-256
0b46df0246af8a1dc3fd9ce8e6ac9812925ace553984d2b7d45d363d32e27681
Rows in this snapshot
10,482 work-to-task edges · 900 updates · 333 models · 58 topics · 1,888 market-to-occupation edges · 375 source accounts · 1 coverage record · 1 progress record · 11 non-technical conditions · 401 updates that landed on work · 1,102 evidence · 614 work in markets · 506 non-technical condition-to-work edges