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

IS WORK OVER?

19%

AI can already do 19% of this job.

#547 / 643

Battery technician

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.

Task	Share	AI	Points
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
Total	100%		19%

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

IS WORK OVER?

23%

#320 / 643

Crime scene technician

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.

Task	Share	AI	Points
Inspection, photos and the scene sketch. Estimate No public source provides a precise figure. This is our estimate.	16%	36%	+5.8
Collect traces, prints and the DNA that gets walked on. Estimate No public source provides a precise figure. This is our estimate.	18%	12%	+2.2
Chain of custody, labels and the lab. Estimate No public source provides a precise figure. This is our estimate.	16%	32%	+5.1
Report, reconstruction and the file. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
The dirty scene, the rush and the one who enters ungloved. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
That it holds in court, and not breaking the chain. Estimate No public source provides a precise figure. This is our estimate.	16%	14%	+2.2
Total	100%		23%

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