Automation index

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

A specification comes earlier. Filing on time without leaving an empty envelope do not.

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

Task comparison

IS WORK OVER?

27%

AI can already do 27% of this job.

#182 / 623

Tender specialist

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
Spec, requirements and the calendar. Estimate No public source provides a precise figure. This is our estimate.	18%	48%	+8.6
Bid, scoring and the certificate that is late. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Board, clarifications and not contradicting. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Appeal, the tie and the one that falls. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Sales, the price and not dumping the margin. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
On time, and the envelope complete. Estimate No public source provides a precise figure. This is our estimate.	16%	12%	+1.9
Total	100%		27%

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

IS WORK OVER?

30%

#44 / 623

Pathologist

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
Grossing, embedding and the first trim. Estimate No public source provides a precise figure. This is our estimate.	18%	48%	+8.6
Read stains, IHC and a template report. Estimate No public source provides a precise figure. This is our estimate.	16%	52%	+8.3
The hard case, the second look and the frozen section. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
Board, the surgeon on the phone and the margin. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Cytology, autopsy and the specimen that arrives late. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Signing the diagnosis and what the patient is playing for. Estimate No public source provides a precise figure. This is our estimate.	16%	14%	+2.2
Total	100%		30%

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