Automation index
How much of a Quality technician’s job can AI already do?
A statistical check and an 8D come earlier. Stopping the line and deciding if the batch ships do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Quality technician
29%
AI can already do 29% of this job.
#71 / 623
View rankingQuality 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.
| Task | Share | AI | Points |
|---|---|---|---|
Inspection, measurements and statistical control.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 48% | +8.6 |
Nonconformities, 8D and corrective actions.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Stop the line, sample and decide the batch.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
Internal audits, ISO and traceability.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Suppliers, incoming goods and complaints.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Release judgement and liability for the batch.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 14% | +2.2 |
| Total | 100% | 28% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- quality control
- measure parts
- release batches
- raise nonconformities
- run 8D
- audit ISO
- sample production
- stop the line
Sources for this job· O*NET 51-9061.00· ESCO/ISCO 7543
IS WORK OVER?
HVAC technician
27%
#181 / 623
View rankingHVAC 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.
| Task | Share | AI | Points |
|---|---|---|---|
Comply with all applicable standards, policies, or procedures, such as safety procedures or the maintenance of a clean work area.EstimateNo public source provides a precise figure. This is our estimate. | 10% | 28% | +2.8 |
Recommend, develop, or perform preventive or general maintenance procedures, such as cleaning, power-washing, or vacuuming equipment, oiling parts, or changing filters.EstimateNo public source provides a precise figure. This is our estimate. | 8% | 28% | +2.2 |
Test electrical circuits or components for continuity, using electrical test equipment.EstimateNo public source provides a precise figure. This is our estimate. | 6% | 28% | +1.7 |
Discuss heating or cooling system malfunctions with users to isolate problems or to verify that repairs corrected malfunctions.EstimateNo public source provides a precise figure. This is our estimate. | 6% | 12% | +0.7 |
Repair or replace defective equipment, components, or wiring.EstimateNo public source provides a precise figure. This is our estimate. | 6% | 12% | +0.7 |
Keep records of repairs and replacements made and causes of malfunctions.EstimateNo public source provides a precise figure. This is our estimate. | 5% | 12% | +0.6 |
Record and report time, materials, faults, deficiencies, or other unusual occurrences on work orders.EstimateNo public source provides a precise figure. This is our estimate. | 5% | 55% | +2.8 |
Install, connect, or adjust thermostats, humidistats, or timers.EstimateNo public source provides a precise figure. This is our estimate. | 4% | 28% | +1.1 |
Other less frequent tasks (weight estimated from frequency).EstimateNo public source provides a precise figure. This is our estimate. | 50% | 28% | +14 |
| Total | 100% | 27% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- refrigerants
- electric heating systems
- hydraulics
- thermodynamics
- fluid mechanics
- domestic cooling systems
- electricity
- electrical wiring plans
- mechanics
- work ergonomically
Sources for this job· O*NET 49-9021.00· ESCO/ISCO 7127