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

Maths teacher

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
Plan, the worksheet and the typical error.
Estimate

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

16%40%+6.4
Board, the silence and the one who is lost.
Estimate

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

18%14%+2.5
Exam, the markscheme and not giving the pass away.
Estimate

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

16%28%+4.5
Resit, the one who quits and not leaving them.
Estimate

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

16%22%+3.5
The family, 'I was bad at it too', and not shutting the door.
Estimate

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

18%18%+3.2
That they understand, and not copying the answer.
Estimate

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

16%12%+1.9
Total100%22%

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

Skills and activities

  • maths worksheets
  • the board
  • typical errors
  • maths exams
  • resits
  • markscheme
  • algebra
  • problems

Sources for this job· O*NET 25-2031.00· ESCO/ISCO 2330

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