Chemical Engineers
Which pieces of this job an update has reached, and which nobody has looked at.
AI finishesL2 · Partial automation
0/ 14
tasks at L2 or above. The median occupation is at 0%.
Looked at14 tasks
0/ 14
tasks carry a level at all; the other 14 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
Work16
One row per kind of work; open a row to see the updates behind its level.
16 of 16 kinds of work
Market: Research methods and collaboration
- 2026-10-06Claude integrates with Google Docs, Sheets, and SlidesAnthropicClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-10-02Meta shares six papers from mathematicians working with Muse SparkMetaClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-09-21Gemini Notebook launches Interactive Learning Overviews for all usersGoogleClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-18Gemini in Google Drive covered in Workspace learning pathGoogleClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-09-17ChatGPT now available in Microsoft WordOpenAIClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-09-11GPT-Rosalind available in API and Codex for biological reasoningOpenAIClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-09-10OpenAI launches ChatGPT for Financial ServicesOpenAIClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-02Qwen3.8-Max-0902 releasedAlibabaClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-08-28OpenAI launches Rosalind WorkbenchOpenAIClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-08-27Antigravity Teamwork used for research breakthroughsGoogleClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
Market: Research methods and collaboration
- 2026-10-08Astrophysicist uses Claude Science to build first complete ultraviolet sky mapAnthropicClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-09-14Gemini Live integrates Deep Research for voice-driven explorationGoogleClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-11GPT-Rosalind available in API and Codex for biological reasoningOpenAIClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-09-10OpenAI launches ChatGPT for Financial ServicesOpenAIClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-08-28Anthropic Fellows research: Claude autonomously aligns other AIsAnthropicClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
Market: Process improvement and operations consulting
- 2026-09-09OpenAI shares cyber defense architecture and playbookOpenAIClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-09-01Hy4 preview autonomously finds inference bottlenecks, lifts throughput 31.8%TencentClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- 2026-08-28Anthropic Fellows research: Claude autonomously aligns other AIsAnthropicClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- —Deloitte's Agentic blueprint achieves business impact up to 3x fasterGoogleClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
Market: Process improvement and operations consulting
- —Deloitte's Agentic blueprint achieves business impact up to 3x fasterGoogleClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
Market: Pharmaceutical process transfer and scale-up
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: 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
Market: Industrial process and plant design
no update in the collected window mentions this work
Market: Pharmaceutical process transfer and scale-up
no update in the collected window mentions this work
Market: Industrial process and plant design
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.
- Basic and specialty chemicals3 kinds of work
- Research methods and collaboration3 kinds of work
- Active pharmaceutical ingredient production2 kinds of work
- Industrial process and plant design2 kinds of work
- Petroleum refining coke and fuel processing2 kinds of work
- Pharmaceutical process transfer and scale-up2 kinds of work
- Process improvement and operations consulting2 kinds of work
Non-technical conditions on these kinds of work
A condition that does not lift because a model improved.
No non-technical condition has been recorded against the kinds of work reaching this occupation.
A condition that does not lift because a model improved.
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