Automation index
How much of a Chemist’s job can AI already do?
A protocol and a batch report come earlier. The smell of a reaction, and signing a certificate, do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Chemist
26%
AI can already do 26% of this job.
#209 / 633
View rankingChemist
Where the time goes
Task weights are our estimates based on O*NET frequency data, not time shares published by O*NET.
The time saving for each task is estimated separately.
| Task | Share | AI | Points |
|---|---|---|---|
Protocols, calcs and safety sheets.EstimateNo public source provides a precise figure. This is our estimate. | 20% | 45% | +9 |
Batch reports, charts and docs.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 40% | +7.2 |
Synthesis, titration and sample handling.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 15% | +2.7 |
Read a strange result and repeat it.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Plant safety and waste.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 12% | +1.7 |
Sign quality and talk to production.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 16% | +2.2 |
| Total | 100% | 26% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Protocols, calcs and safety sheets
- Batch reports, charts and docs
- Synthesis, titration and sample handling
- Read a strange result and repeat it
- Plant safety and waste
- Sign quality and talk to production
- quimico
- chemist
- laboratorio quimico
Sources for this job· O*NET 19-2031.00· ESCO/ISCO 2113
IS WORK OVER?
IT auditor
32%
#27 / 633
View rankingIT auditor
Where the time goes
Task weights are our estimates based on O*NET frequency data, not time shares published by O*NET.
The time saving for each task is estimated separately.
| Task | Share | AI | Points |
|---|---|---|---|
Plan scope, IT risks and sampling.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 48% | +8.6 |
Review access, changes, logs and configs.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 52% | +8.3 |
Document findings, evidence and recommendations.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Interview, challenge the auditee and apply judgement.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
Follow up action plans and retest.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Report, committee and liability for the opinion.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 14% | +2.2 |
| Total | 100% | 32% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- audit systems
- review logs
- assess IT controls
- test access
- document findings
- audit changes
- retest controls
- sign the audit report
Sources for this job· O*NET 15-1212.00· ESCO/ISCO 2519