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

Film director

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
Breakdown, storyboard and shooting plan.
Estimate

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

18%40%+7.2
Casting, locations and pre-rehearsal.
Estimate

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

16%28%+4.5
Direct on set: action, continuity and taste.
Estimate

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

22%8%+1.8
Edit, colour and sound with the team.
Estimate

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

16%18%+2.9
Handle producer, time and budget.
Estimate

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

14%12%+1.7
Vision of the film and final cut.
Estimate

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

14%10%+1.4
Total100%19%

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

Skills and activities

  • Breakdown, storyboard and shooting plan
  • Casting, locations and pre-rehearsal
  • Edit, colour and sound with the team
  • Handle producer, time and budget
  • Vision of the film and final cut
  • director de cine
  • film director
  • realizador

Sources for this job· O*NET 27-2012.00· ESCO/ISCO 2654

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