IS WORK OVER?

Automation index

How much of a Battery technician’s job can AI already do?

A BMS comes earlier. Diagnosing the module without setting the bank on fire do not.

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

Task comparison

Battery technician

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
BMS, SOH and the log.
Estimate

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

16%32%+5.1
Module, the imbalance and the one that swells.
Estimate

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

22%8%+1.8
Shop, isolation and not shorting.
Estimate

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

16%22%+3.5
Thermal, the fire and the protocol.
Estimate

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

16%28%+4.5
The vehicle, the warranty and not swapping blind.
Estimate

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

16%18%+2.9
No fire, and the module right.
Estimate

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

14%12%+1.7
Total100%19%

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

Skills and activities

  • BMS
  • SOH
  • modules
  • imbalance
  • swelling
  • isolation
  • thermal fire
  • battery warranty

Sources for this job· O*NET 17-3023.00· ESCO/ISCO 3113

Driving examiner

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
Route, card and the day’s draw.
Estimate

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

16%36%+5.8
The test, the serious fault and the one who panics.
Estimate

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

22%10%+2.2
Pass or not, the report and not arguing hot.
Estimate

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

16%28%+4.5
Driving school, the car and the instructor on the kerb.
Estimate

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

16%22%+3.5
Rain, traffic and the same standard.
Estimate

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

16%18%+2.9
A fair pass, and not giving the licence away.
Estimate

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

14%12%+1.7
Total100%21%

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

Skills and activities

  • test routes
  • serious faults
  • driving pass
  • test reports
  • one standard
  • driving schools
  • candidate nerves
  • the licence

Sources for this job· O*NET 13-1041.00· ESCO/ISCO 3359

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