IS WORK OVER?

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

Mining engineer

Where the time goes

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.

TaskShareAIPoints
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
Total100%22%

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

Skills and activities

  • Model deposit, blast and rates
  • Drawings, permits and mining plans
  • Face, safety and ventilation
  • Plant, contractors and output
  • Restoration, waste and regulation
  • Not leaving a miner below
  • ingeniero de minas
  • mining engineer

Sources for this job· O*NET 17-2151.00· ESCO/ISCO 2146

Stockbroker

Where the time goes

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.

TaskShareAIPoints
Orders, notes and portfolio screens.
Estimate

No public source provides a precise figure. This is our estimate.

18%48%+8.6
Analysis, theses and market notes.
Estimate

No public source provides a precise figure. This is our estimate.

16%28%+4.5
Call, persuade and not over-push.
Estimate

No public source provides a precise figure. This is our estimate.

18%18%+3.2
Compliance, KYC and recordings.
Estimate

No public source provides a precise figure. This is our estimate.

16%22%+3.5
Desk, hours and execution issues.
Estimate

No public source provides a precise figure. This is our estimate.

16%16%+2.6
Not putting a client into something they do not understand.
Estimate

No public source provides a precise figure. This is our estimate.

16%14%+2.2
Total100%25%

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

Skills and activities

  • Orders, notes and portfolio screens
  • Analysis, theses and market notes
  • Call, persuade and not over-push
  • Compliance, KYC and recordings
  • Desk, hours and execution issues
  • corredor de bolsa
  • broker
  • agente de bolsa

Sources for this job· O*NET 41-3031.00· ESCO/ISCO 3311

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