IS WORK OVER?

Automation index

How much of a Demand planner’s job can AI already do?

A forecast comes earlier. Neither an empty shelf nor a drowned warehouse do not.

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

Task comparison

Demand planner

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
Forecast, promotions and bias.
Estimate

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

18%52%+9.4
Safety stock, lead time and the order.
Estimate

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

16%40%+6.4
Sales, the spike and the promo nobody flagged.
Estimate

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

16%22%+3.5
S&OP, consensus and the fight over numbers.
Estimate

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

16%28%+4.5
The supplier who fails and not covering with air.
Estimate

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

18%14%+2.5
Neither empty nor drowned, and not inflating the forecast.
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

  • demand forecast
  • safety stock
  • lead time
  • S&OP
  • promotions
  • forecast bias
  • supplier orders
  • empty shelf

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

Plasterer

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
Measure, order material and set out.
Estimate

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

16%28%+4.5
Lay on, float and reinforce corners.
Estimate

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

24%8%+1.9
Scaffolds, heights and protection.
Estimate

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

16%12%+1.9
Site, tradesman and job deadlines.
Estimate

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

16%18%+2.9
Logs, quantities and extras.
Estimate

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

14%22%+3.1
Not leaving a ceiling that falls.
Estimate

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

14%14%+2
Total100%16%

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

Skills and activities

  • build walls
  • plaster
  • site work
  • Measure, order material and set out
  • Lay on, float and reinforce corners
  • Scaffolds, heights and protection
  • Site, tradesman and job deadlines
  • Logs, quantities and extras
  • Not leaving a ceiling that falls
  • yesero

Sources for this job· O*NET 47-2161.00· ESCO/ISCO 7123

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