SurviAGI
All sectors

Life, Physical, and Social Science

How far apart the occupations inside this sector are.

AI finishes1,236 tasks

13%

of this sector's tasks, at L2 or above. The middle sector is at 3%.

Spread inside60

49pt

points between its widest and its narrowest occupation, among the 39 anything was read about.

The work in this sector, as 100 squares

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

of 1,236

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 automation160AI produces the bulk; a person reviews and corrects every item.
  • L1 · Assisted11AI helps in places; a person does the whole delivery.
  • L0 · ManualemptyAI takes no part in this work.
  • Unknown317part of this work has no evidence either way
  • Untouched748no update in the collected window mentions it

What moved it

Updates that left evidence on work reaching this sector.

2026-08-2446 days recorded2026-10-08
  1. 10-08AMIE matches doctor diagnoses in 90% of 100 patient interactions with 0 safety stopsAssess practical performance and occupational competence · Develop algorithms and study computational properties · Build research prototypes and run comparative experiments
  2. 10-08Google's AMIE studied prospectively in real clinic, results in The LancetDesign and conduct biomedical experiments · Develop algorithms and study computational properties · Build research prototypes and run comparative experiments
  3. 10-08Astrophysicist uses Claude Science to build first complete ultraviolet sky mapAssess practical performance and occupational competence · Build research prototypes and run comparative experiments · Design experiments and observations and analyze physical data · Search research literature and synthesize evidence
  4. 10-08Ignite Vision builds AI creator matching on Qwen, cutting screening from hours to minutesAssess practical performance and occupational competence
  5. 10-07Claude Haiku 5.5 generally available in GitHub CopilotAssess practical performance and occupational competence
  6. 10-07ChatGPT introduces Intelligent UIProvide adapted instruction and supported communication

and 119 more

What AI does here

The work reaching this sector, furthest first.

Inside this sector

Occupations60

The same hundred squares, once per occupation, ranked.

  • WidestAtmospheric and Space Scientists52%
  • NarrowestAnthropologists and Archeologists3%
  • 49 points apart no update in the collected window mentions this occupation 21 more have no evidence at all.
Sort by
  1. Atmospheric and Space Scientists27 tasks
  2. Biochemists and Biophysicists24 tasks
  3. Bioinformatics Scientists20 tasks
  4. Food Science Technicians16 tasks
  5. Geneticists24 tasks
  6. Astronomers17 tasks
  7. Molecular and Cellular Biologists22 tasks
  8. Physicists16 tasks
  9. Food Scientists and Technologists13 tasks
  10. Hydrologists25 tasks
  11. Microbiologists14 tasks
  12. Geographers12 tasks
  13. Remote Sensing Scientists and Technologists24 tasks
  14. Epidemiologists16 tasks
  15. Medical Scientists, Except Epidemiologists14 tasks
  16. Hydrologic Technicians16 tasks
  17. Geoscientists, Except Hydrologists and Geographers32 tasks
  18. Environmental Scientists and Specialists, Including Health22 tasks
  19. Neuropsychologists14 tasks
  20. Social Science Research Assistants22 tasks
  21. Zoologists and Wildlife Biologists14 tasks
  22. Materials Scientists16 tasks
  23. Sociologists15 tasks
  24. Industrial-Organizational Psychologists25 tasks
  25. Animal Scientists9 tasks
  26. Remote Sensing Technicians21 tasks
  27. Chemists12 tasks
  28. Climate Change Policy Analysts14 tasks
  29. Political Scientists14 tasks
  30. Biological Technicians18 tasks
  31. Clinical Neuropsychologists18 tasks
  32. Biologists22 tasks
  33. Environmental Economists20 tasks
  34. Industrial Ecologists38 tasks
  35. Occupational Health and Safety Specialists22 tasks
  36. Environmental Science and Protection Technicians, Including Health25 tasks
  37. Occupational Health and Safety Technicians26 tasks
  38. Soil and Plant Scientists27 tasks
  39. Anthropologists and Archeologists30 tasks
  40. Agricultural Technicians26 tasks
  41. Chemical Technicians16 tasks
  42. Clinical and Counseling Psychologists30 tasks
  43. Conservation Scientists30 tasks
  44. Economists14 tasks
  45. Environmental Restoration Planners23 tasks
  46. Forensic Science Technicians24 tasks
  47. Forest and Conservation Technicians20 tasks
  48. Foresters25 tasks
  49. Geological Technicians, Except Hydrologic Technicians29 tasks
  50. Historians21 tasks
  51. Nuclear Monitoring Technicians16 tasks
  52. Nuclear Technicians18 tasks
  53. Park Naturalists20 tasks
  54. Precision Agriculture Technicians22 tasks
  55. Quality Control Analysts26 tasks
  56. Range Managers18 tasks
  57. School Psychologists19 tasks
  58. Survey Researchers16 tasks
  59. Transportation Planners22 tasks
  60. Urban and Regional Planners25 tasks

median 6% · share of tasks AI produces the bulk of, leaving a person to check