IS WORK OVER?

Automation index

How much of a Warehouse operator’s job can AI already do?

Today an AI or a robot can barely cover part of a shift. Pace, the physical space, and dealing with people still are the job.

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

Task comparison

Warehouse operator

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
Record numbers of units handled or moved, using daily production sheets or work tickets.
Estimate

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

19%55%+10.5
Move freight, stock, or other materials to and from storage or production areas, loading docks, delivery vehicles, ships, or containers, by hand or using trucks, tractors, or other equipment.
Estimate

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

18%28%+5
Maintain equipment storage areas to ensure that inventory is protected.
Estimate

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

18%28%+5
Read work orders or receive oral instructions to determine work assignments or material or equipment needs.
Estimate

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

15%28%+4.2
Sort cargo before loading and unloading.
Estimate

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

14%28%+3.9
Attach identifying tags to containers or mark them with identifying information.
Estimate

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

12%28%+3.4
Install protective devices, such as bracing, padding, or strapping, to prevent shifting or damage to items being transported.
Estimate

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

4%28%+1.1
Total100%33%

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

Skills and activities

  • products coding system
  • operate warehouse record systems
  • sort waste
  • clean industrial containers
  • maintain physical condition of warehouse
  • receive goods
  • assist in the movement of heavy loads
  • stack goods
  • use different communication channels
  • monitor stock level

Sources for this job· O*NET 53-7062.00· ESCO/ISCO 9333

Renewables 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
Resource, layout and the yield model.
Estimate

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

18%48%+8.6
Site, topography and the cable that will not reach.
Estimate

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

16%22%+3.5
Permits, grid point and the TSO.
Estimate

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

16%36%+5.8
EPC, commissioning and export tests.
Estimate

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

16%28%+4.5
The neighbour, the council and the appeal against the plant.
Estimate

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

18%14%+2.5
That it exports, and not inflating equivalent hours.
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

  • plant layout
  • solar resource
  • grid connection
  • commissioning
  • renewables permits
  • yield model
  • export tests
  • EPC

Sources for this job· O*NET 17-2199.00· ESCO/ISCO 2149

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