IS WORK OVER?

Automation index

How much of a Project manager’s job can AI already do?

Today an AI can already knock out copy, outlines, reports, and a lot of the prep. Deciding what matters, and what moves the business, is another story.

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

Task comparison

Project manager

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
Plans and status
Estimate

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

30%65%+19.5
Templated risks
Estimate

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

20%50%+10
People and conflict
Estimate

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

30%15%+4.5
Client management
Estimate

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

20%20%+4
Total100%38%

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

Skills and activities

  • sustainable finance
  • corporate social responsibility
  • strategic planning
  • data analytics
  • promote sustainability
  • promote human rights implementation
  • monitor social impact
  • define the corporate structure
  • conduct quantitative research
  • promote environmental awareness

Sources for this job· O*NET 13-1082.00· ESCO/ISCO 1219

Production 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
OEE, sequence and the shift plan.
Estimate

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

18%48%+8.6
Line, changeovers and the micro-stop.
Estimate

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

16%22%+3.5
Layout, times and the work standard.
Estimate

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

16%36%+5.8
Supervisors, unions and the shift that turns.
Estimate

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

16%18%+2.9
In-line quality and the batch that cannot ship.
Estimate

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

18%14%+2.5
Hit the plan, and not dressing the OEE.
Estimate

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

16%12%+1.9
Total100%25%

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

Skills and activities

  • OEE
  • sequence production
  • changeovers
  • layout
  • work standards
  • micro-stops
  • shift plan
  • in-line quality

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

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