Automation index
Can AI do the work of a Executive chef?
A dish sheet and a supplier order move earlier. The pass, the brigade, and a house’s taste do not.
It also does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Executive chef
19%
AI or a robot can already do 19% of this job.
#91 / 103
View rankingExecutive chef
Where the time goes
Score = Σ (weight × saving). Weight is our estimate from frequency, not a time share published by O*NET. Saving is separate.
Weights are our estimate from O*NET frequency (FT). O*NET does not publish % of the week.
| Task | Share | AI | Adds |
|---|---|---|---|
Menus, dish sheets and food cost.EstimateNo public source pins this saving. It is an estimate of the method. | 18% | 38% | +6.8 |
Orders, suppliers and waste.EstimateNo public source pins this saving. It is an estimate of the method. | 16% | 28% | +4.5 |
Pass, plating and service pace.EstimateNo public source pins this saving. It is an estimate of the method. | 20% | 10% | +2 |
Lead the brigade, shifts and conflicts.EstimateNo public source pins this saving. It is an estimate of the method. | 16% | 12% | +1.9 |
Cook on the line and correct doneness.EstimateNo public source pins this saving. It is an estimate of the method. | 16% | 15% | +2.4 |
Hygiene, audits and the house’s name.EstimateNo public source pins this saving. It is an estimate of the method. | 14% | 12% | +1.7 |
| Total | 100% | 19% |
Modelled week 100% · Public evidence 0% · Estimate 100% · Confidence: Low
Skills this job uses
- cook
- mise en place
- dishes
- bake
- Menus, dish sheets and food cost
- Orders, suppliers and waste
- Pass, plating and service pace
- Lead the brigade, shifts and conflicts
- Cook on the line and correct doneness
- Hygiene, audits and the house’s name
Sources for this job· O*NET 35-1011.00· ESCO/ISCO 3434
IS WORK OVER?
Welder
28%
#66 / 103
View rankingWelder
Where the time goes
Score = Σ (weight × saving). Weight is our estimate from frequency, not a time share published by O*NET. Saving is separate.
Weights are our estimate from O*NET frequency (FT). O*NET does not publish % of the week.
| Task | Share | AI | Adds |
|---|---|---|---|
Operate safety equipment and use safe work habits.EstimateNo public source pins this saving. It is an estimate of the method. | 6% | 28% | +1.7 |
Melt and apply solder along adjoining edges of workpieces to solder joints, using soldering irons, gas torches, or electric-ultrasonic equipment.EstimateNo public source pins this saving. It is an estimate of the method. | 5% | 28% | +1.4 |
Weld components in flat, vertical, or overhead positions.EstimateNo public source pins this saving. It is an estimate of the method. | 5% | 28% | +1.4 |
Check grooves, angles, or gap allowances, using micrometers, calipers, and precision measuring instruments.EstimateNo public source pins this saving. It is an estimate of the method. | 5% | 28% | +1.4 |
Determine required equipment and welding methods, applying knowledge of metallurgy, geometry, and welding techniques.EstimateNo public source pins this saving. It is an estimate of the method. | 5% | 28% | +1.4 |
Align and clamp workpieces together, using rules, squares, or hand tools, or position items in fixtures, jigs, or vises.EstimateNo public source pins this saving. It is an estimate of the method. | 5% | 28% | +1.4 |
Select and install torches, torch tips, filler rods, and flux, according to welding chart specifications or types and thicknesses of metals.EstimateNo public source pins this saving. It is an estimate of the method. | 5% | 28% | +1.4 |
Recognize, set up, and operate hand and power tools common to the welding trade, such as shielded metal arc and gas metal arc welding equipment.EstimateNo public source pins this saving. It is an estimate of the method. | 4% | 28% | +1.1 |
Other less frequent tasks (weight estimated from frequency).EstimateNo public source pins this saving. It is an estimate of the method. | 60% | 28% | +16.8 |
| Total | 100% | 28% |
Modelled week 100% · Public evidence 0% · Estimate 100% · Confidence: Low
Skills this job uses
- technical drawings
- hydraulics
- pipeline coating properties
- types of pipelines
- isometric perspective
- cooperate with colleagues
- inspect pipelines
- use welding equipment
- operate welding equipment
- clear pipelines
Sources for this job· O*NET 51-4121.00· ESCO/ISCO 7212