Automation index
Can AI do the work of a Driving instructor?
Teaches driving, in class and mostly in the car.
It also does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Driving instructor
27%
AI or a robot can already do 27% of this job.
#76 / 103
View rankingDriving instructor
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 |
|---|---|---|---|
Instruct students individually and in groups, using various teaching methods, such as lectures, discussions, and demonstrations.EstimateNo public source pins this saving. It is an estimate of the method. | 9% | 22% | +2 |
Monitor students' performance to make suggestions for improvement and to ensure that they satisfy course standards, training requirements, and objectives.EstimateNo public source pins this saving. It is an estimate of the method. | 7% | 28% | +2 |
Adapt teaching methods and instructional materials to meet students' varying needs and interests.EstimateNo public source pins this saving. It is an estimate of the method. | 7% | 22% | +1.5 |
Assign and grade class work and homework.EstimateNo public source pins this saving. It is an estimate of the method. | 7% | 28% | +2 |
Prepare students for further development by encouraging them to explore learning opportunities and to persevere with challenging tasks.EstimateNo public source pins this saving. It is an estimate of the method. | 7% | 28% | +2 |
Enforce policies and rules governing students.EstimateNo public source pins this saving. It is an estimate of the method. | 7% | 28% | +2 |
Establish clear objectives for all lessons, units, and projects and communicate those objectives to students.EstimateNo public source pins this saving. It is an estimate of the method. | 6% | 28% | +1.7 |
Observe students to determine qualifications, limitations, abilities, interests, and other individual characteristics.EstimateNo public source pins this saving. It is an estimate of the method. | 6% | 28% | +1.7 |
Other less frequent tasks (weight estimated from frequency).EstimateNo public source pins this saving. It is an estimate of the method. | 44% | 28% | +12.3 |
| Total | 100% | 27% |
Modelled week 100% · Public evidence 0% · Estimate 100% · Confidence: Low
Skills this job uses
- teach class
- mark students
- lesson plans
- teach
- road traffic laws
- mechanical components of vehicles
- curriculum objectives
- guarantee students' safety
- control the performance of the vehicle
- monitor developments in field of expertise
Sources for this job· O*NET 25-3021.00· ESCO/ISCO 5165
IS WORK OVER?
Product manager
31%
#29 / 103
View rankingProduct manager
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 |
|---|---|---|---|
Formulate, direct, or coordinate marketing activities or policies to promote products or services, working with advertising or promotion managers.EstimateNo public source pins this saving. It is an estimate of the method. | 22% | 28% | +6.2 |
Identify, develop, or evaluate marketing strategy, based on knowledge of establishment objectives, market characteristics, and cost and markup factors.EstimateNo public source pins this saving. It is an estimate of the method. | 16% | 28% | +4.5 |
Direct the hiring, training, or performance evaluations of marketing or sales staff and oversee their daily activities.EstimateNo public source pins this saving. It is an estimate of the method. | 12% | 28% | +3.4 |
Evaluate the financial aspects of product development, such as budgets, expenditures, research and development appropriations, or return-on-investment and profit-loss projections.EstimateNo public source pins this saving. It is an estimate of the method. | 7% | 48% | +3.4 |
Consult with product development personnel on product specifications, such as design, color, or packaging.EstimateNo public source pins this saving. It is an estimate of the method. | 6% | 28% | +1.7 |
Compile lists describing product or service offerings.EstimateNo public source pins this saving. It is an estimate of the method. | 6% | 28% | +1.7 |
Use sales forecasting or strategic planning to ensure the sale and profitability of products, lines, or services, analyzing business developments and monitoring market trends.EstimateNo public source pins this saving. It is an estimate of the method. | 6% | 48% | +2.9 |
Develop pricing strategies, balancing firm objectives and customer satisfaction.EstimateNo public source pins this saving. It is an estimate of the method. | 5% | 28% | +1.4 |
Other less frequent tasks (weight estimated from frequency).EstimateNo public source pins this saving. It is an estimate of the method. | 20% | 28% | +5.6 |
| Total | 100% | 31% |
Modelled week 100% · Public evidence 0% · Estimate 100% · Confidence: Low
Skills this job uses
- characteristics of products
- channel marketing
- advertising techniques
- content marketing strategy
- product comprehension
- company policies
- plan marketing strategy
- assign codes to product items
- perform data analysis
- maintain relationship with suppliers
Sources for this job· O*NET 11-2021.00· ESCO/ISCO 2431