Automation index
How much of a Food engineer’s job can AI already do?
A plant balance and HACCP come earlier. Reformulating so it still tastes like food do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Food engineer
27%
AI can already do 27% of this job.
#158 / 623
View rankingFood engineer
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 |
|---|---|---|---|
Process, balances and shelf life.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 48% | +8.6 |
Plant, pasteurise and the batch that will not set.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
HACCP, labelling and the rules.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 36% | +5.8 |
Reformulate, costs and the ingredient supplier.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Taste, marketing and not lying on the pack.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
That it tastes like food, and not shipping the bad batch.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
| Total | 100% | 27% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- food process
- shelf life
- HACCP
- reformulate
- labelling
- pasteurise
- taste prototypes
- plant balances
Sources for this job· O*NET 17-2021.00· ESCO/ISCO 2145
IS WORK OVER?
Auto mechanic
25%
#245 / 623
View rankingAuto mechanic
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 |
|---|---|---|---|
Inspect vehicles for damage and record findings so that necessary repairs can be made.EstimateNo public source provides a precise figure. This is our estimate. | 9% | 12% | +1.1 |
Follow checklists to ensure all important parts are examined, including belts, hoses, steering systems, spark plugs, brake and fuel systems, wheel bearings, and other potentially troublesome areas.EstimateNo public source provides a precise figure. This is our estimate. | 8% | 28% | +2.2 |
Estimate costs of vehicle repair.EstimateNo public source provides a precise figure. This is our estimate. | 7% | 12% | +0.8 |
Review work orders and discuss work with supervisors.EstimateNo public source provides a precise figure. This is our estimate. | 7% | 22% | +1.5 |
Perform routine and scheduled maintenance services, such as oil changes, lubrications, and tune-ups.EstimateNo public source provides a precise figure. This is our estimate. | 6% | 28% | +1.7 |
Maintain cleanliness of work area.EstimateNo public source provides a precise figure. This is our estimate. | 6% | 28% | +1.7 |
Test drive vehicles and test components and systems, using equipment such as infrared engine analyzers, compression gauges, and computerized diagnostic devices.EstimateNo public source provides a precise figure. This is our estimate. | 6% | 48% | +2.9 |
Test and adjust repaired systems to meet manufacturers' performance specifications.EstimateNo public source provides a precise figure. This is our estimate. | 5% | 12% | +0.6 |
Other less frequent tasks (weight estimated from frequency).EstimateNo public source provides a precise figure. This is our estimate. | 46% | 28% | +12.9 |
| Total | 100% | 25% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- automotive diagnostic equipment
- car controls
- emission standards
- vehicle electrical systems
- types of vehicles
- principles of mechanical engineering
- hybrid vehicle architecture
- teamwork principles
- components of air conditioning systems
- mechanics
Sources for this job· O*NET 49-3023.00· ESCO/ISCO 7231