IS WORK OVER?

Automation index

How much of a Logistics analyst’s job can AI already do?

A cost dashboard comes earlier. Finding the saving without breaking the network do not.

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

Task comparison

Logistics analyst

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
Costs, OTIF and the dashboard.
Estimate

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

18%52%+9.4
Simulate network, warehouses and the what-if.
Estimate

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

16%40%+6.4
Ops, dirty data and going down to the dock.
Estimate

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

16%22%+3.5
Report, the board and the cut that hurts.
Estimate

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

16%28%+4.5
The haulier, the contract and not breaking the service.
Estimate

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

18%14%+2.5
A real saving, and not dressing OTIF.
Estimate

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

16%12%+1.9
Total100%28%

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

Skills and activities

  • logistics costs
  • OTIF
  • simulate network
  • what-if
  • dirty data
  • haulage contracts
  • dashboards
  • network cuts

Sources for this job· O*NET 13-1081.00· ESCO/ISCO 2421

Wastewater-plant operator

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
Flow, process and the log.
Estimate

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

16%32%+5.1
Basin, the sludge and the one that goes.
Estimate

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

22%8%+1.8
Breakdown, the pump and at night.
Estimate

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

16%22%+3.5
Test, the discharge and not hiding the spike.
Estimate

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

16%28%+4.5
The rain, the overflow and not opening extra.
Estimate

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

16%18%+2.9
Come out clean, and the sludge in place.
Estimate

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

14%12%+1.7
Total100%19%

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

Skills and activities

  • works flow
  • sludge
  • basins
  • pumps
  • discharges
  • overflows
  • plant logs
  • final tests

Sources for this job· O*NET 51-8031.00· ESCO/ISCO 3132

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