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

Diplomat

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
Draft cables, notes and briefings.
Estimate

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

20%42%+8.4
Analyse press, law and positions.
Estimate

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

16%35%+5.6
Negotiate, represent and keep protocol.
Estimate

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

18%12%+2.2
Report to capital and take instruction.
Estimate

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

16%10%+1.6
Contact net, receptions and crises.
Estimate

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

16%14%+2.2
Decide the margin and not bind the State.
Estimate

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

14%12%+1.7
Total100%22%

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

Skills and activities

  • Draft cables, notes and briefings
  • Analyse press, law and positions
  • Negotiate, represent and keep protocol
  • Report to capital and take instruction
  • Contact net, receptions and crises
  • Decide the margin and not bind the State
  • diplomatico
  • diplomat
  • embajador

Sources for this job· O*NET 19-3094.00· ESCO/ISCO 1112

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