Chemical Technicians
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
Work11
One row per kind of work; open a row to see the updates behind its level.
11 of 11 kinds of work
Market: Food quality and plant sanitationNon-technical condition
A non-technical condition does not lift when models improve; what it holds stays at L0.
- 2026-09-12Albertsons runs supply chain on BigQuery and GeminiGoogleClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
Market: Food quality and plant sanitationNon-technical condition
A non-technical condition does not lift when models improve; what it holds stays at L0.
- 2026-09-12Albertsons runs supply chain on BigQuery and GeminiGoogleClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
Market: Chemistry and materials research
- 2026-09-21Microsoft Research highlights RetroChimera model in Nature paperMicrosoftClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
Market: Petroleum refining coke and fuel processing
no update in the collected window mentions this work
Market: Chemistry and materials research
no update in the collected window mentions this work
Market: Basic and specialty chemicals
no update in the collected window mentions this work
Market: Basic and specialty chemicals
no update in the collected window mentions this work
Market: Basic and specialty chemicals
no update in the collected window mentions this work
Market: Active pharmaceutical ingredient production
no update in the collected window mentions this work
Market: Petroleum refining coke and fuel processing
no update in the collected window mentions this work
Market: Active pharmaceutical ingredient production
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.
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