Automation index

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

A deposit model comes earlier. Going down and not leaving an unsafe face does 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.

#374 / 703

Mining 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
Model deposit, blast and rates. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Drawings, permits and mining plans. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Face, safety and ventilation. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
Plant, contractors and output. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Restoration, waste and regulation. Estimate No public source provides a precise figure. This is our estimate.	18%	16%	+2.9
Not leaving a miner below. 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%

#182 / 703

Magistrate

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
File, evidence and the draft. Estimate No public source provides a precise figure. This is our estimate.	18%	48%	+8.6
Hearing, the witness and the one who lies. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Deliberation, the bench and not yielding the vote. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Judgment, the ruling and not courting the headline. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
The appeal, the pressure and not jumping to a yes. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
Decide, and signing what hurts. 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