Automation index
Can AI do the work of a Cook?
Today an AI or a robot can barely cover part of a shift. Pace, the physical space, and dealing with people still are the job.
It is not an estimate of how many people will lose their work.
Task comparison
IS WORK OVER?
Cook
28%
AI or a robot can already do 28% of this job.
#54 / 103
View rankingCook
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 |
|---|---|---|---|
Portion, arrange, and garnish food, and serve food to waiters or patrons.EstimateNo public source pins this saving. It is an estimate of the method. | 10% | 28% | +2.8 |
Inspect and clean food preparation areas, such as equipment, work surfaces, and serving areas, to ensure safe and sanitary food-handling practices.EstimateNo public source pins this saving. It is an estimate of the method. | 9% | 28% | +2.5 |
Turn or stir foods to ensure even cooking.EstimateNo public source pins this saving. It is an estimate of the method. | 9% | 28% | +2.5 |
Season and cook food according to recipes or personal judgment and experience.EstimateNo public source pins this saving. It is an estimate of the method. | 8% | 28% | +2.2 |
Ensure food is stored and cooked at correct temperature by regulating temperature of ovens, broilers, grills, and roasters.EstimateNo public source pins this saving. It is an estimate of the method. | 8% | 28% | +2.2 |
Weigh, measure, and mix ingredients according to recipes or personal judgment, using various kitchen utensils and equipment.EstimateNo public source pins this saving. It is an estimate of the method. | 7% | 28% | +2 |
Bake, roast, broil, and steam meats, fish, vegetables, and other foods.EstimateNo public source pins this saving. It is an estimate of the method. | 7% | 28% | +2 |
Coordinate and supervise work of kitchen staff.EstimateNo public source pins this saving. It is an estimate of the method. | 7% | 22% | +1.5 |
Other less frequent tasks (weight estimated from frequency).EstimateNo public source pins this saving. It is an estimate of the method. | 35% | 28% | +9.8 |
| Total | 100% | 28% |
Modelled week 100% · Public evidence 0% · Estimate 100% · Confidence: Low
Skills this job uses
- cook
- mise en place
- dishes
- bake
- comply with food safety and hygiene
- order supplies
- store raw food materials
- receive kitchen supplies
- use food preparation techniques
- dispose waste
Sources for this job· O*NET 35-2014.00· ESCO/ISCO 5120
IS WORK OVER?
Truck driver
27%
#73 / 103
View rankingTruck driver
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 |
|---|---|---|---|
Maintain logs of working hours or of vehicle service or repair status, following applicable state and federal regulations.EstimateNo public source pins this saving. It is an estimate of the method. | 6% | 12% | +0.7 |
Operate equipment, such as truck cab computers, CB radios, phones, or global positioning systems (GPS) equipment to exchange necessary information with bases, supervisors, or other drivers.EstimateNo public source pins this saving. It is an estimate of the method. | 5% | 22% | +1.1 |
Check vehicles to ensure that mechanical, safety, and emergency equipment is in good working order.EstimateNo public source pins this saving. It is an estimate of the method. | 5% | 28% | +1.4 |
Follow appropriate safety procedures for transporting dangerous goods.EstimateNo public source pins this saving. It is an estimate of the method. | 5% | 28% | +1.4 |
Drive trucks with capacities greater than 13 tons, including tractor-trailer combinations, to transport and deliver products, livestock, or other materials.EstimateNo public source pins this saving. It is an estimate of the method. | 5% | 28% | +1.4 |
Maneuver trucks into loading or unloading positions, following signals from loading crew and checking that vehicle and loading equipment are properly positioned.EstimateNo public source pins this saving. It is an estimate of the method. | 5% | 28% | +1.4 |
Inspect loads to ensure that cargo is secure.EstimateNo public source pins this saving. It is an estimate of the method. | 5% | 28% | +1.4 |
Read bills of lading to determine assignment details.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% | 27% |
Modelled week 100% · Public evidence 0% · Estimate 100% · Confidence: Low
Skills this job uses
- drive
- route
- load goods
- types of cargo
- road traffic laws
- road transport legislation
- mechanical components of vehicles
- vehicle cargo capacity
- control the performance of the vehicle
- read maps
Sources for this job· O*NET 53-3032.00· ESCO/ISCO 8332