Helpers--Installation, Maintenance, and Repair Workers
Which pieces of this job an update has reached, and which nobody has looked at.
AI finishesL2 · Partial automation
0/ 16
tasks at L2 or above. The median occupation is at 0%.
Looked at16 tasks
0/ 16
tasks carry a level at all; the other 16 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.
No work with evidence behind it covers any task in this occupation.
The updates read so far are vendor and lab announcements, which rarely speak to this kind of work.
What AI has been shown to do here
Work26
One row per kind of work; open a row to see the updates behind its level.
26 of 26 kinds of work
Market: Wind solar and hydropower operations
- 2026-08-31Google Research introduces TimesFM-3 time series foundation modelGoogleClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
Market: Gas distribution and customer servicesNon-technical condition
A non-technical condition does not lift when models improve; what it holds stays at L0.
- 2026-08-25ChatGPT Work can sign in to websites on web and mobileOpenAIClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
Market: Industrial installation maintenance and repair
no update in the collected window mentions this work
Market: Vehicle and motorcycle repair and maintenance
no update in the collected window mentions this work
Market: Industrial installation maintenance and repair
no update in the collected window mentions this work
Market: Wind solar and hydropower operations
no update in the collected window mentions this work
Market: Building mechanical electrical and safety installation
no update in the collected window mentions this work
Market: Vehicle and motorcycle repair and maintenance
no update in the collected window mentions this work
Market: Heating cooling and steam utilities
no update in the collected window mentions this work
Market: Building mechanical electrical and safety installation
no update in the collected window mentions this work
Market: Interior fit-out and specialist trades
no update in the collected window mentions this work
Market: Computer appliance and household goods repair
no update in the collected window mentions this work
Market: Heating cooling and steam utilities
no update in the collected window mentions this work
Market: General industrial machinery
no update in the collected window mentions this work
Market: Mining technical and field support
no update in the collected window mentions this work
Market: Data centers and computing infrastructure
no update in the collected window mentions this work
Market: Mining technical and field support
no update in the collected window mentions this work
Market: Water abstraction treatment and supply
no update in the collected window mentions this work
Market: Data centers and computing infrastructure
no update in the collected window mentions this work
Market: Connectivity access and line services
no update in the collected window mentions this work
Market: General industrial machinery
no update in the collected window mentions this work
Market: Interior fit-out and specialist trades
no update in the collected window mentions this work
Market: Gas distribution and customer services
no update in the collected window mentions this work
Market: Connectivity access and line services
no update in the collected window mentions this work
Market: Water abstraction treatment and supply
no update in the collected window mentions this work
Market: Computer appliance and household goods repair
no update in the collected window mentions this work
Markets this occupation serves
A market is a kind of work a business sells; a job usually serves several.
- Building mechanical electrical and safety installation2 kinds of work
- Computer appliance and household goods repair2 kinds of work
- Connectivity access and line services2 kinds of work
- Data centers and computing infrastructure2 kinds of work
- Gas distribution and customer services2 kinds of work
- General industrial machinery2 kinds of work
- Heating cooling and steam utilities2 kinds of work
- Industrial installation maintenance and repair2 kinds of work
- Interior fit-out and specialist trades2 kinds of work
- Mining technical and field support2 kinds of work
- Vehicle and motorcycle repair and maintenance2 kinds of work
- Water abstraction treatment and supply2 kinds of work
- Wind solar and hydropower operations2 kinds of work
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