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.

#341 / 633

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%

#180 / 633

Back-office clerk

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
Matching, settlement and the fail. Estimate No public source provides a precise figure. This is our estimate.	18%	48%	+8.6
Custody, corporates and the one that does not square. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Reconcile, the nostro and the gap. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Regulatory, the report and the deadline. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
The desk, the rush and not leaving the fail. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
That it settles, and not hanging. 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