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?

26%

AI can already do 26% of this job.

#214 / 643

Chemist

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. Estimate No public source provides a precise figure. This is our estimate.	20%	45%	+9
Batch reports, charts and docs. Estimate No public source provides a precise figure. This is our estimate.	18%	40%	+7.2
Synthesis, titration and sample handling. Estimate No public source provides a precise figure. This is our estimate.	18%	15%	+2.7
Read a strange result and repeat it. Estimate No public source provides a precise figure. This is our estimate.	16%	18%	+2.9
Plant safety and waste. Estimate No public source provides a precise figure. This is our estimate.	14%	12%	+1.7
Sign quality and talk to production. Estimate No 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

IS WORK OVER?

22%

#361 / 643

Palliative care doctor

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
Pain, the scale and the rescue dose. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
The room, the family and the one who will not hear. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
Symptom, the route and not over-sedating. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
The team, the home discharge and the weekend. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
The oncologist, the limit and not walking away. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
Be there, and not leaving the end alone. Estimate No public source provides a precise figure. This is our estimate.	16%	12%	+1.9
Total	100%		22%

Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low