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 / 633

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?

22%

#378 / 633

Ticket inspector

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
Validate, fares and the intervention note. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Aisle, the group and the one who hides. Estimate No public source provides a precise figure. This is our estimate.	18%	12%	+2.2
Fines, data and what you can ask. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Incident, the full train and calling the conductor. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
The insult, keeping calm and not making a scene. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
Charge fairly, and not skipping a coach. 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