Automation index

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

A heading comes earlier. It not coming down without hiding the water do not.

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

Task comparison

IS WORK OVER?

22%

AI can already do 22% of this job.

#420 / 773

Tunnel engineer

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
Heading, the geology and the support. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Water, the inflow and not hiding it. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
Blast, the vibration and the building. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Segment, the ring and the one that will not close. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
The contractor, the rush and not jumping to a yes. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
That it does not come down, and not hiding the water. 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

IS WORK OVER?

27%

#157 / 773

Front-end developer

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
Component, states and the design. Estimate No public source provides a precise figure. This is our estimate.	18%	48%	+8.6
Accessible, the keyboard and the reader. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Contrast, the token and not leaving it dead. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Performance, the weight and not adding the extra library. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
The designer, the pixel and not fighting for sport. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
That it works from the keyboard, and not leaving the contrast. 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