Automation index
Can AI do the work of a Personal trainer?
Today an AI can already prep materials, sort notes, and write a first summary. The class, the source, and the patient still need someone in the room.
It does not turn that percentage into a forecast of layoffs.
Task comparison
IS WORK OVER?
Personal trainer
27%
AI or a robot can already do 27% of this job.
#74 / 103
View rankingPersonal trainer
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 |
|---|---|---|---|
Observe participants and inform them of corrective measures necessary for skill improvement.EstimateNo public source pins this saving. It is an estimate of the method. | 12% | 28% | +3.4 |
Instruct participants in maintaining exertion levels to maximize benefits from exercise routines.EstimateNo public source pins this saving. It is an estimate of the method. | 10% | 28% | +2.8 |
Offer alternatives during classes to accommodate different levels of fitness.EstimateNo public source pins this saving. It is an estimate of the method. | 9% | 28% | +2.5 |
Teach proper breathing techniques used during physical exertion.EstimateNo public source pins this saving. It is an estimate of the method. | 9% | 22% | +2 |
Monitor participants' progress and adapt programs as needed.EstimateNo public source pins this saving. It is an estimate of the method. | 9% | 28% | +2.5 |
Plan routines, choose appropriate music, and choose different movements for each set of muscles, depending on participants' capabilities and limitations.EstimateNo public source pins this saving. It is an estimate of the method. | 8% | 28% | +2.2 |
Teach and demonstrate use of gymnastic and training equipment, such as trampolines and weights.EstimateNo public source pins this saving. It is an estimate of the method. | 8% | 22% | +1.8 |
Evaluate individuals' abilities, needs, and physical conditions, and develop suitable training programs to meet any special requirements.EstimateNo public source pins this saving. It is an estimate of the method. | 8% | 28% | +2.2 |
Other less frequent tasks (weight estimated from frequency).EstimateNo public source pins this saving. It is an estimate of the method. | 27% | 28% | +7.6 |
| Total | 100% | 27% |
Modelled week 100% · Public evidence 0% · Estimate 100% · Confidence: Low
Skills this job uses
- demonstrate professional Pilates attitude
- manage fitness communication
- safely instruct about fitness
- identify customer objectives
- ensure safety of exercise environment
- analyse personal fitness information
- show professional responsibility
- provide fitness information
- prescribe exercises
- adapt Pilates exercises
Sources for this job· O*NET 39-9031.00· ESCO/ISCO 3423
IS WORK OVER?
Midwife
26%
#78 / 103
View rankingMidwife
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 |
|---|---|---|---|
Provide prenatal, intrapartum, postpartum, or newborn care to patients.EstimateNo public source pins this saving. It is an estimate of the method. | 8% | 12% | +1 |
Document patients' health histories, symptoms, physical conditions, or other diagnostic information.EstimateNo public source pins this saving. It is an estimate of the method. | 8% | 12% | +1 |
Document findings of physical examinations.EstimateNo public source pins this saving. It is an estimate of the method. | 8% | 55% | +4.4 |
Monitor fetal development by listening to fetal heartbeat, taking external uterine measurements, identifying fetal position, or estimating fetal size and weight.EstimateNo public source pins this saving. It is an estimate of the method. | 8% | 28% | +2.2 |
Order and interpret diagnostic or laboratory tests.EstimateNo public source pins this saving. It is an estimate of the method. | 8% | 28% | +2.2 |
Perform physical examinations by taking vital signs, checking neurological reflexes, examining breasts, or performing pelvic examinations.EstimateNo public source pins this saving. It is an estimate of the method. | 8% | 28% | +2.2 |
Develop and implement individualized plans for health care management.EstimateNo public source pins this saving. It is an estimate of the method. | 7% | 28% | +2 |
Educate patients and family members regarding prenatal, intrapartum, postpartum, newborn, or interconception care.EstimateNo public source pins this saving. It is an estimate of the method. | 7% | 12% | +0.8 |
Other less frequent tasks (weight estimated from frequency).EstimateNo public source pins this saving. It is an estimate of the method. | 38% | 28% | +10.6 |
| Total | 100% | 26% |
Modelled week 100% · Public evidence 0% · Estimate 100% · Confidence: Low
Skills this job uses
- hygiene in a health care setting
- microbiology-bacteriology
- childbirth
- health care legislation
- lactation
- obstetric ultrasonography
- analgesics
- neonatology
- pregnancy
- pharmacology
Sources for this job· O*NET 29-1161.00· ESCO/ISCO 2222