Automation index

How much of a Biochemist’s job can AI already do?

A protocol and a curve come earlier. An assay that says what it says does not.

This percentage does not predict how many people will lose their jobs.

Task comparison

IS WORK OVER?

24%

AI can already do 24% of this job.

#259 / 633

Biochemist

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, curves and analysis. Estimate No public source provides a precise figure. This is our estimate.	18%	48%	+8.6
Bench, pipettes and assays. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
Team, paper and not dressing a gel. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Quality, lots and documentation. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Rules, waste and safety. Estimate No public source provides a precise figure. This is our estimate.	16%	16%	+2.6
Not publishing a result that does not replicate. Estimate No public source provides a precise figure. This is our estimate.	16%	14%	+2.2
Total	100%		24%

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

IS WORK OVER?

28%

#120 / 633

Blood bank technician

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
Group, screen and the bag crossmatch. Estimate No public source provides a precise figure. This is our estimate.	18%	52%	+9.4
Fractionate, label and traceability. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
The emergency, the massive and the ID error. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
Donation, apheresis and the donor who feels unwell. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Stock, expiry and what theatre asks for. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
The right bag and owning the blood group. Estimate No public source provides a precise figure. This is our estimate.	16%	12%	+1.9
Total	100%		28%

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