Automation index
Can AI do the work of a HR generalist?
Today an AI can already handle the first pass: repeat tickets, stock emails, a simple reset. The odd case, the angry customer, and fraud still need a person.
It is not an estimate of how many people will lose their work.
Task comparison
IS WORK OVER?
HR generalist
31%
AI or a robot can already do 31% of this job.
#34 / 103
View rankingHR generalist
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 |
|---|---|---|---|
Review and evaluate applicant qualifications or eligibility for specified licensing, according to established guidelines and designated licensing codes.EstimateNo public source pins this saving. It is an estimate of the method. | 11% | 28% | +3.1 |
Review employment applications and job orders to match applicants with job requirements.EstimateNo public source pins this saving. It is an estimate of the method. | 10% | 28% | +2.8 |
Interpret and explain human resources policies, procedures, laws, standards, or regulations.EstimateNo public source pins this saving. It is an estimate of the method. | 8% | 28% | +2.2 |
Hire employees and process hiring-related paperwork.EstimateNo public source pins this saving. It is an estimate of the method. | 7% | 28% | +2 |
Prepare or maintain employment records related to events, such as hiring, termination, leaves, transfers, or promotions, using human resources management system software.EstimateNo public source pins this saving. It is an estimate of the method. | 6% | 55% | +3.3 |
Select qualified job applicants or refer them to managers, making hiring recommendations when appropriate.EstimateNo public source pins this saving. It is an estimate of the method. | 6% | 28% | +1.7 |
Advise management on organizing, preparing, or implementing recruiting or retention programs.EstimateNo public source pins this saving. It is an estimate of the method. | 5% | 28% | +1.4 |
Perform searches for qualified job candidates, using sources such as computer databases, networking, Internet recruiting resources, media advertisements, job fairs, recruiting firms, or employee referrals.EstimateNo public source pins this saving. It is an estimate of the method. | 5% | 48% | +2.4 |
Other less frequent tasks (weight estimated from frequency).EstimateNo public source pins this saving. It is an estimate of the method. | 42% | 28% | +11.8 |
| Total | 100% | 31% |
Modelled week 100% · Public evidence 0% · Estimate 100% · Confidence: Low
Skills this job uses
- labour legislation
- job market offers
- employment law
- human resource management
- company policies
- maintain relationship with customers
- recruit employees
- carry out recruiting services
- interview people
- identify customer's needs
Sources for this job· O*NET 13-1071.00· ESCO/ISCO 2423
IS WORK OVER?
Dentist
24%
#82 / 103
View rankingDentist
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 |
|---|---|---|---|
Use masks, gloves, and safety glasses to protect patients and self from infectious diseases.EstimateNo public source pins this saving. It is an estimate of the method. | 11% | 12% | +1.3 |
Examine teeth, gums, and related tissues, using dental instruments, x-rays, or other diagnostic equipment, to evaluate dental health, diagnose diseases or abnormalities, and plan appropriate treatments.EstimateNo public source pins this saving. It is an estimate of the method. | 10% | 28% | +2.8 |
Use dental air turbines, hand instruments, dental appliances, or surgical implements.EstimateNo public source pins this saving. It is an estimate of the method. | 10% | 28% | +2.8 |
Administer anesthetics to limit the amount of pain experienced by patients during procedures.EstimateNo public source pins this saving. It is an estimate of the method. | 8% | 12% | +1 |
Diagnose and treat diseases, injuries, or malformations of teeth, gums, or related oral structures and provide preventive or corrective services.EstimateNo public source pins this saving. It is an estimate of the method. | 7% | 28% | +2 |
Advise or instruct patients regarding preventive dental care, the causes and treatment of dental problems, or oral health care services.EstimateNo public source pins this saving. It is an estimate of the method. | 7% | 12% | +0.8 |
Formulate plan of treatment for patient's teeth and mouth tissue.EstimateNo public source pins this saving. It is an estimate of the method. | 7% | 12% | +0.8 |
Analyze or evaluate dental needs to determine changes or trends in patterns of dental disease.EstimateNo public source pins this saving. It is an estimate of the method. | 6% | 48% | +2.9 |
Other less frequent tasks (weight estimated from frequency).EstimateNo public source pins this saving. It is an estimate of the method. | 34% | 28% | +9.5 |
| Total | 100% | 24% |
Modelled week 100% · Public evidence 0% · Estimate 100% · Confidence: Low
Skills this job uses
- cosmetic dental procedures
- surgery
- dentistry science
- clinical disciplines in dentistry
- mouth anatomy
- anaesthetics
- perform oral health diagnosis
- rehabilitate worn dentition
- lead the dental team
- provide periodontal treatment
Sources for this job· O*NET 29-1021.00· ESCO/ISCO 2261