All sectorsThe same grid as text
Architecture and Engineering
How far apart the occupations inside this sector are.
AI finishes1,237 tasks
3%
of this sector's tasks, at L2 or above. The middle sector is at 3%.
Spread inside56
21pt
points between its widest and its narrowest occupation, among the 16 anything was read about.
The work in this sector, as 100 squares
One square, one task, filled to the lowest level covering it.
of 1,237
- 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 automation37AI produces the bulk; a person reviews and corrects every item.
- L1 · Assisted10AI helps in places; a person does the whole delivery.
- L0 · ManualemptyAI takes no part in this work.
- Unknown400part of this work has no evidence either way
- Untouched790no update in the collected window mentions it
What moved it
Updates that left evidence on work reaching this sector.
2026-08-2249 days recorded2026-10-08
- 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
- 10-08Google's AMIE studied prospectively in real clinic, results in The LancetDevelop algorithms and study computational properties · Build research prototypes and run comparative experiments
- 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 · Integrate models retrieval and context flows
- 10-08Ignite Vision builds AI creator matching on Qwen, cutting screening from hours to minutesAssess practical performance and occupational competence · Process validate and deliver customer data · Maintain search indexes and information service directories
- 10-07Claude Haiku 5.5 generally available in GitHub CopilotAssess practical performance and occupational competence · Implement tool use and agent workflows
- 10-07Google Research shares RCT findings on AI and professional expertiseAssess practical performance and occupational competence
and 280 more
What AI does here
The work reaching this sector, furthest first.
- Assess practical performance and occupational competenceL3 · Conditional automation
- Implement tool use and agent workflowsL3 · Conditional automation
- Integrate models retrieval and context flowsL3 · Conditional automation
- Write papers reports and research collaboration materialsL2 · Partial automation
- Search research literature and synthesize evidenceL2 · Partial automation
- Demonstrate occupational skills and conduct practical trainingL2 · Partial automation
- Design improvements and track implementationL2 · Partial automation
- Design experiments and observations and analyze physical dataL2 · Partial automation
- Produce building models drawings and design specificationsL2 · Partial automation
- Develop algorithms and study computational propertiesL2 · Partial automation
- Build research prototypes and run comparative experimentsL2 · Partial automation
- Form hypotheses and build mathematical and physical modelsL2 · Partial automation
Inside this sector
Occupations56
The same hundred squares, once per occupation, ranked.
- WidestArchitects, Except Landscape and Naval24%
- NarrowestMechanical Engineering Technologists and Technicians3%
- 21 points apart no update in the collected window mentions this occupation 40 more have no evidence at all.
- Architects, Except Landscape and Naval25 tasks24%
- Architectural and Civil Drafters26 tasks19%
- Photonics Engineers26 tasks15%
- Industrial Engineering Technologists and Technicians30 tasks13%
- Robotics Engineers24 tasks13%
- Industrial Engineers20 tasks10%
- Nuclear Engineers20 tasks10%
- Human Factors Engineers and Ergonomists26 tasks8%
- Solar Energy Systems Engineers13 tasks8%
- Aerospace Engineers14 tasks7%
- Bioengineers and Biomedical Engineers30 tasks7%
- Non-Destructive Testing Specialists16 tasks6%
- Materials Engineers21 tasks5%
- Validation Engineers21 tasks5%
- Fuel Cell Engineers26 tasks4%
- Mechanical Engineering Technologists and Technicians30 tasks3%
- Aerospace Engineering and Operations Technologists and Technicians11 tasks0%
- Agricultural Engineers14 tasks0%
- Automotive Engineering Technicians18 tasks0%
- Automotive Engineers25 tasks0%
- Calibration Technologists and Technicians14 tasks0%
- Cartographers and Photogrammetrists14 tasks0%
- Chemical Engineers14 tasks0%
- Civil Engineering Technologists and Technicians14 tasks0%
- Civil Engineers16 tasks0%
- Computer Hardware Engineers18 tasks0%
- Electrical Engineers22 tasks0%
- Electrical and Electronic Engineering Technologists and Technicians28 tasks0%
- Electrical and Electronics Drafters30 tasks0%
- Electro-Mechanical and Mechatronics Technologists and Technicians28 tasks0%
- Electronics Engineers, Except Computer20 tasks0%
- Energy Engineers, Except Wind and Solar21 tasks0%
- Environmental Engineering Technologists and Technicians23 tasks0%
- Environmental Engineers29 tasks0%
- Fire-Prevention and Protection Engineers14 tasks0%
- Geodetic Surveyors16 tasks0%
- Health and Safety Engineers, Except Mining Safety Engineers and Inspectors27 tasks0%
- Landscape Architects19 tasks0%
- Manufacturing Engineers24 tasks0%
- Marine Engineers and Naval Architects30 tasks0%
- Mechanical Drafters16 tasks0%
- Mechanical Engineers28 tasks0%
- Mechatronics Engineers23 tasks0%
- Microsystems Engineers31 tasks0%
- Mining and Geological Engineers, Including Mining Safety Engineers18 tasks0%
- Nanosystems Engineers25 tasks0%
- Nanotechnology Engineering Technologists and Technicians25 tasks0%
- Petroleum Engineers23 tasks0%
- Photonics Technicians24 tasks0%
- Radio Frequency Identification Device Specialists21 tasks0%
- Robotics Technicians22 tasks0%
- Surveying and Mapping Technicians30 tasks0%
- Surveyors24 tasks0%
- Transportation Engineers26 tasks0%
- Water/Wastewater Engineers28 tasks0%
- Wind Energy Engineers16 tasks0%
median 0% · share of tasks AI produces the bulk of, leaving a person to check