IS WORK OVER?

Automation index

How much of a Sporting director’s job can AI already do?

A squad map comes earlier. Signing without breaking the dressing room do not.

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

Task comparison

Sporting 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
Squad, wages and financial fair play.
Estimate

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

18%48%+8.6
Signings, scouting and the one who does not fit.
Estimate

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

16%40%+6.4
Coach, the project and the one who burns.
Estimate

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

16%22%+3.5
Board, the fans and not selling smoke.
Estimate

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

16%28%+4.5
The injury, the window and not papering over.
Estimate

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

18%14%+2.5
Sign well, and not breaking the dressing room.
Estimate

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

16%12%+1.9
Total100%27%

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

Skills and activities

  • squad
  • signings
  • fair play
  • scouting
  • wages
  • the project
  • dressing room
  • the window

Sources for this job· O*NET 27-2022.00· ESCO/ISCO 3422

Packaging engineer

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
Spec, 3D and the drop test.
Estimate

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

18%48%+8.6
The packing line and the one that will not fit.
Estimate

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

16%22%+3.5
Material, recyclability and unit cost.
Estimate

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

16%36%+5.8
Supplier, die and pack colour.
Estimate

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

16%28%+4.5
Marketing, legal and not lying on the pack.
Estimate

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

18%14%+2.5
That it survives the trip, and not oversizing the plastic.
Estimate

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

16%12%+1.9
Total100%27%

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

Skills and activities

  • design packs
  • drop test
  • packing line
  • recyclability
  • die-cut
  • unit cost
  • pack spec
  • 3D prototype

Sources for this job· O*NET 17-2112.00· ESCO/ISCO 2141

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