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

Prosecutor

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
Study the file and draft the indictment.
Estimate

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

22%40%+8.8
Search case law and legally qualify the facts.
Estimate

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

16%35%+5.6
Coordinate with detectives and experts.
Estimate

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

16%18%+2.9
Appear at trial and examine witnesses.
Estimate

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

16%12%+1.9
Negotiate pleas and precautionary measures.
Estimate

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

16%10%+1.6
Decide to drop, charge, or appeal.
Estimate

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

14%8%+1.1
Total100%22%

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

Skills and activities

  • Study the file and draft the indictment
  • Coordinate with detectives and experts
  • Appear at trial and examine witnesses
  • Negotiate pleas and precautionary measures
  • Decide to drop, charge, or appeal
  • fiscal
  • prosecutor
  • ministerio publico

Sources for this job· O*NET 23-1022.00· ESCO/ISCO 2611

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